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  "recorded_at": "2026-10-03T19:41:48.032125+00:00",
  "benchmark": "BEIR SciFact test; local ranked BM25 retrieval",
  "dataset_hashes": {
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    "queries.jsonl": "8ff84a7c903f722981cd8d595c022660140c51867b27608a6d4910db86080313",
    "qrels/test.tsv": "0864bb985e0ca2367ba217977e72004d549054b2b06666ed9d4825ac7c21284c"
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  "test_queries": 300,
  "source_commit": "fafa202e165f9c467e8de344403437e704f9a24a",
  "runtime_source": "fafa202e165f9c467e8de344403437e704f9a24a",
  "runtime_dirty": false,
  "source_dirty": true,
  "host": {
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    "cpu": "Apple M4 Pro"
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  "harness_sha256": "29b6087ec9aff4fee62094a9929460b5fdf2328a4c409b35f2ab2b00c81258dc",
  "metric_harness_sha256": "be8d45a02d4969d30d0ac92638ed518cc1271a003a2a70f43963ae2517749ea4",
  "baseline_sha256": "2ebd72e100941f39e65c6979b192652a38caae9430480b648bdae1f3cff836d7",
  "baseline_recorded_at": "2026-10-03T16:45:44.446931+00:00",
  "baseline_path": "docs/benchmarks/2026-10-03-ranked/fresh-baseline.json",
  "methodology": {
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    "supermemory": "v0.0.8; local bge-base-en-v1.5 768d; direct /v4/memories; threshold 0; no rerank or query rewrite",
    "instantkv": "local profile; BM25 k1=1.2, b=0.75; English Snowball stemming; OR terms; no query adapter, embeddings, reranking or qrels tuning",
    "limits": "One host/run. Supermemory results reused from the separate same-host baseline run, not rerun here. Sampled RSS, not peak; no model, phone, energy or agent-quality evaluation."
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            "query_id": "141",
            "query": "Auditory entrainment is strengthened when people see congruent visual and auditory information.",
            "effective_query": "Auditory entrainment is strengthened when people see congruent visual and auditory information.",
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            "query_id": "142",
            "query": "Autologous transplantation of mesenchymal stem cells causes a higher rate of opportunistic infections than induction therapy with anti-interleukin-2 receptor antibodies.",
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            "query_id": "143",
            "query": "Autologous transplantation of mesenchymal stem cells causes fewer opportunistic infections than induction therapy with anti-interleukin-2 receptor antibodies.",
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            "query_id": "146",
            "query": "Autologous transplantation of mesenchymal stem cells has lower rates of rejection than induction therapy with anti-interleukin-2 receptor antibodies.",
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              "24101431",
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            "query_id": "148",
            "query": "Autophagy declines in aged organisms.",
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            "query": "Blocking the interaction between TDP-43 and respiratory complex I proteins ND3 and ND6 leads to increased TDP-43-induced neuronal loss.",
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            "query_id": "183",
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            "query": "Cataract and trachoma are the primary cause of blindness in Southern Sudan.",
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            "query_id": "312",
            "query": "De novo assembly of sequence data has more specific contigs than unassembled sequence data.",
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            "query": "Deamination of cytidine to uridine on the minus strand of viral DNA results in catastrophic G-to-A mutations in the viral genome.",
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            "query_id": "507",
            "query": "Helminths interfere with immune system control of macrophages activated by IL-4 favor Mycobacterium tuberculosis replication.",
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            "query_id": "508",
            "query": "Hematopoietic Stem Cell purification reaches purity rate of up to 50%.",
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            "query": "Human T-lymphotropic virus type-I-associated myelopathy / tropical spastic paraparesis (HAM/TSP) patients produce Immunoglobulin G (IgG) antibodies which cross-react with an immunodominant epitope in Tax.",
            "effective_query": "Human T-lymphotropic virus type-I-associated myelopathy / tropical spastic paraparesis (HAM/TSP) patients produce Immunoglobulin G (IgG) antibodies which cross-react with an immunodominant epitope in Tax.",
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            "query": "Input from  mental and physical health care professionals is effective at decreasing homelessness.",
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            "query": "Leukemia associated Rho guanine nucleotide-exchange factor represses RhoA in response to SRC activation.",
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            "query": "Low expression of miR7a does represses target genes and exerts a biological function in ovaries.",
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          {
            "query_id": "781",
            "query": "Mice that lack Interferon-\u03b3 or its receptor exhibit high resistance to experimental autoimmune myocarditis.",
            "effective_query": "Mice that lack Interferon-\u03b3 or its receptor exhibit high resistance to experimental autoimmune myocarditis.",
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              "24338780",
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              "40632104",
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          {
            "query_id": "783",
            "query": "Mice without IFN-\u03b3 or its receptor are resistant to EAM induced with \u03b1-MyHC/CFA.",
            "effective_query": "Mice without IFN-\u03b3 or its receptor are resistant to EAM induced with \u03b1-MyHC/CFA.",
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              "39084565",
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          {
            "query_id": "784",
            "query": "MicroRNA is involved in the regulation of Neural Stem Cell (NSC) differentiation and proliferation dynamic homeostasis",
            "effective_query": "MicroRNA is involved in the regulation of Neural Stem Cell (NSC) differentiation and proliferation dynamic homeostasis",
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              "2356950",
              "22843616",
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          {
            "query_id": "785",
            "query": "Microarray results from culture-amplified mixtures of serotypes correlate poorly with microarray results from uncultured mixtures.",
            "effective_query": "Microarray results from culture-amplified mixtures of serotypes correlate poorly with microarray results from uncultured mixtures.",
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            "query_id": "793",
            "query": "Mitochondria are uninvolved in apoptosis.",
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              "23403754",
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            "query_id": "800",
            "query": "Modifying the epigenome in the brain affects the normal human aging process by affecting certain genes related to neurogenesis.",
            "effective_query": "Modifying the epigenome in the brain affects the normal human aging process by affecting certain genes related to neurogenesis.",
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            "query_id": "805",
            "query": "Monoclonal antibody targeting of N-cadherin inhibits metastasis.",
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            "query_id": "808",
            "query": "Most termination events in Okazaki fragments are sequence specific.",
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            "query": "Mutant mice lacking SVCT2 have greatly increased ascorbic acid levels in both brain and adrenals.",
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          {
            "query_id": "814",
            "query": "Mutations in G-Beta protein GNB2 are present in many cancers, resulting in loss of interaction with G-alpha subunits and concomitant activation of AKT pathway.",
            "effective_query": "Mutations in G-Beta protein GNB2 are present in many cancers, resulting in loss of interaction with G-alpha subunits and concomitant activation of AKT pathway.",
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              "23078022",
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              "11255504"
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            "query_id": "820",
            "query": "N-terminal cleavage increases success identifying transcription start sites.",
            "effective_query": "N-terminal cleavage increases success identifying transcription start sites.",
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              "25799020",
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              "8712839",
              "5116145",
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            "query": "N-terminal cleavage reduces success identifying transcription start sites.",
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              "25799020",
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              "5116145",
              "8712839",
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            "query": "N348I mutations cause resistance to zidovudine (AZT).",
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          {
            "query_id": "830",
            "query": "NF2 (Merlin) causes phosphorylation and subsequent cytoplasmic sequestration of YAP in Drosophila by activating LATS1/2 kinases.",
            "effective_query": "NF2 (Merlin) causes phosphorylation and subsequent cytoplasmic sequestration of YAP in Drosophila by activating LATS1/2 kinases.",
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            "query_id": "831",
            "query": "NF2 (Merlin) prevents phosphorylation and subsequent cytoplasmic sequestration of YAP in Drosophila.",
            "effective_query": "NF2 (Merlin) prevents phosphorylation and subsequent cytoplasmic sequestration of YAP in Drosophila.",
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              "12737132",
              "11535539",
              "36310858",
              "33796570",
              "1387654",
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              "34445160",
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            "query_id": "832",
            "query": "NFAT4 activation requires IP3R-mediated Ca2+ mobilization.",
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            "query_id": "834",
            "query": "NOX2-independent pathways can generate peroxynitrite by reacting with nitrogen intermediates.",
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            "query": "NR5A2 is important in development of endometrial tissues.",
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          {
            "query_id": "839",
            "query": "Nanoparticles can be targeted against specific cell types by incorporating aptamers into lipid nanoparticles.",
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            "query_id": "845",
            "query": "Neutrophil extracellular traps (NETs) are released by ANCA-stimulated neutrophils.",
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            "query_id": "847",
            "query": "New drugs for tuberculosis often do not penetrate the necrotic portion of a tuberculosis lesion in high concentrations.",
            "effective_query": "New drugs for tuberculosis often do not penetrate the necrotic portion of a tuberculosis lesion in high concentrations.",
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            "query_id": "852",
            "query": "Non-invasive ventilation use should be decreased if there is inadequate response to conventional treatment.",
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            "query_id": "859",
            "query": "Normal expression of RUNX1 has tumor-promoting effects.",
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            "query_id": "870",
            "query": "Obesity decreases life quality.",
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            "query_id": "873",
            "query": "Obesity is determined solely by environmental factors.",
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              "6207111",
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            "query": "Occupancy of ribosomes by IncRNAs do not make functional peptides.",
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            "query_id": "880",
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            "query_id": "882",
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            "query_id": "887",
            "query": "Only a minority of cells survive development after differentiation into stress-resistant spores.",
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            "query_id": "903",
            "query": "PD-1 triggering on monocytes reduces IL-10 production by monocytes.",
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              "10648422",
              "5752492",
              "7343711",
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            "query": "PDPN promotes efficient motility along stromal surfaces by activating the C-type lectin receptor to rearrange the actin cytoskeleton in dendritic cells.",
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            "query_id": "907",
            "query": "PGE 2 promotes intestinal tumor growth by altering the expression of tumor suppressing and DNA repair genes.",
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          {
            "query_id": "911",
            "query": "PKG-la plays an essential role in expression of pain hypersensitivity in PGK-la knockout mice.",
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            "query_id": "913",
            "query": "PPAR-RXRs are inhibited by PPAR ligands.",
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              "18834078",
              "18042803"
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            "ndcg_at_10": 0.41183384043543503,
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          {
            "query_id": "1137",
            "query": "TNFAIP3 is a tumor suppressor in glioblastoma.",
            "effective_query": "TNFAIP3 is a tumor suppressor in glioblastoma.",
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              "33370",
              "6363093",
              "5123516",
              "21692235",
              "16364639",
              "15570691",
              "470625",
              "41293601",
              "4979184",
              "12685434"
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          {
            "query_id": "1140",
            "query": "Taking 400mg of \u03b1-tocopheryl acetate helps to prevent prostate cancer.",
            "effective_query": "Taking 400mg of \u03b1-tocopheryl acetate helps to prevent prostate cancer.",
            "ranked_doc_ids": [
              "4500832",
              "39174007",
              "39903312",
              "140098548",
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              "520579",
              "2242416",
              "16252863",
              "18375089",
              "3981244"
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            "latency_ms": 43.555292,
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          {
            "query_id": "1144",
            "query": "Taxation of sugar-sweetened beverages had no effect on the incidence rate of type II diabetes in India.",
            "effective_query": "Taxation of sugar-sweetened beverages had no effect on the incidence rate of type II diabetes in India.",
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              "9822397",
              "6207111",
              "3770750",
              "12224536",
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              "32534305",
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          {
            "query_id": "1146",
            "query": "Teaching hospitals do not provide better care than non-teaching hospitals.",
            "effective_query": "Teaching hospitals do not provide better care than non-teaching hospitals.",
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              "13906581",
              "43855756",
              "40905302",
              "21323587",
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              "38180456",
              "25886725",
              "27712433",
              "20491205"
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          {
            "query_id": "1150",
            "query": "Tetraspanin-3 is a causative factor in the development of acute myelogenous leukemia",
            "effective_query": "Tetraspanin-3 is a causative factor in the development of acute myelogenous leukemia",
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              "6374918",
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          {
            "query_id": "1163",
            "query": "The DdrB protein from Deinococcus radiodurans is an alternative SSB.",
            "effective_query": "The DdrB protein from Deinococcus radiodurans is an alternative SSB.",
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              "10029970",
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          {
            "query_id": "1175",
            "query": "The PPR MDA5 has two N-terminal CARD domains.",
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              "16058322",
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            "query_id": "1179",
            "query": "The PRR MDA5 has a central DExD/H RNA helices domain.",
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            "query_id": "1180",
            "query": "The PRR MDA5 is a sensor of RNA virus infection.",
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          {
            "query_id": "1185",
            "query": "The US health care system can save up to $750 million if 7% of patients waiting for kidney transplants participate in the optimized national kidney paired donation program.",
            "effective_query": "The US health care system can save up to $750 million if 7% of patients waiting for kidney transplants participate in the optimized national kidney paired donation program.",
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          {
            "query_id": "1187",
            "query": "The YAP1 and TEAD complex tanslocates into the nucleus where it interacts with transcription factors and DNA-binding proteins that modulate target gene transcription.",
            "effective_query": "The YAP1 and TEAD complex tanslocates into the nucleus where it interacts with transcription factors and DNA-binding proteins that modulate target gene transcription.",
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            "query_id": "1191",
            "query": "The amount of publicly available DNA data doubles every 10 years.",
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            "query_id": "1194",
            "query": "The arm density of TatAd complexes is due to structural rearrangements within Class1 TatAd complexes such as the 'charge zipper mechanism'.",
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          {
            "query_id": "1196",
            "query": "The availability of safe places to study is effective at decreasing homelessness.",
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            "query_id": "1197",
            "query": "The availability of safe places to study is not effective at decreasing homelessness.",
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          {
            "query_id": "1199",
            "query": "The benefits of colchicine were achieved with effective widespread use of secondary prevention strategies such as high-dose statins.",
            "effective_query": "The benefits of colchicine were achieved with effective widespread use of secondary prevention strategies such as high-dose statins.",
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              "22267225",
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          {
            "query_id": "1200",
            "query": "The binding orientation of the ML-SA1 activator at hTRPML2 is different from the binding orientation of the ML-SA1 activator at hTRPML1.",
            "effective_query": "The binding orientation of the ML-SA1 activator at hTRPML2 is different from the binding orientation of the ML-SA1 activator at hTRPML1.",
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            "query_id": "1202",
            "query": "The center of the granuloma in an immune cell induces a pro-inflammatory immune response.",
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          {
            "query_id": "1204",
            "query": "The combination of H3K4me3 and H3K79me2 is found in quiescent hair follicle stem cells.",
            "effective_query": "The combination of H3K4me3 and H3K79me2 is found in quiescent hair follicle stem cells.",
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            "query_id": "1207",
            "query": "The composition of myosin-II isoform switches from the polarizable B isoform to the more homogenous A isoform during hematopoietic differentiation.",
            "effective_query": "The composition of myosin-II isoform switches from the polarizable B isoform to the more homogenous A isoform during hematopoietic differentiation.",
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            "query_id": "1213",
            "query": "The deregulated and prolonged activation of monocytes has deleterious effects in inflammatory diseases.",
            "effective_query": "The deregulated and prolonged activation of monocytes has deleterious effects in inflammatory diseases.",
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            "query_id": "1216",
            "query": "The extracellular domain of TMEM27 is cleaved in human beta cells.",
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            "query_id": "1221",
            "query": "The genomic aberrations found in matasteses are very similar to those found in the primary tumor.",
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            "query": "The locus rs647161 is associated with colorectal carcinoma.",
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            "query_id": "1226",
            "query": "The loss of the TET protein functions may have dire biological consequences, such as myeloid cancers.",
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            "query": "The minor G allele of FOXO3 is related to more severe symptoms of Crohn's Disease.",
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            "query": "The myocardial lineage develops from cardiac progenitors of mesodermal origin.",
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            "query_id": "1245",
            "query": "The one-child policy has been successful in lowering population growth.",
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            "query": "The relationship between a breast cancer patient's capacity to metabolize tamoxifen and treatment outcome is dependent on the patient's genetic make-up.",
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            "query_id": "1262",
            "query": "The repair of Cas9-induced double strand breaks in human DNA is error-prone.",
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            "query_id": "1266",
            "query": "The risk of breast cancer among parous women increases with placental weight of pregnancies, and this association is strongest for premenopausal breast cancer.",
            "effective_query": "The risk of breast cancer among parous women increases with placental weight of pregnancies, and this association is strongest for premenopausal breast cancer.",
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            "query_id": "1270",
            "query": "The risk of male prisoners harming themselves is ten times that of female prisoners.",
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            "query_id": "1271",
            "query": "The severity of cardiac involvement in amyloidosis can be described by the degree of transmurality of late gadolinium enhancement in MRI.",
            "effective_query": "The severity of cardiac involvement in amyloidosis can be described by the degree of transmurality of late gadolinium enhancement in MRI.",
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            "query": "The ureABIEFGH gene cluster encodes urease maturation proteins : UreD/UreH, UreE, UreF, and UreG.",
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