{"id":"W2787933047","doi":"10.1016/j.mayocp.2017.10.023","title":"MyD88 and TLR4 Expression in Epithelial Ovarian Cancer","year":2018,"lang":"en","type":"article","venue":"Mayo Clinic Proceedings","topic":"Immune Response and Inflammation","field":"Immunology and Microbiology","cited_by":30,"is_retracted":false,"has_abstract":false,"ca_institutions":"Vancouver General Hospital; University of British Columbia; Alberta Health Services; BC Cancer Agency; Royal Alexandra Hospital; University of Calgary","funders":"Medical Research and Materiel Command; National Center for Research Resources; National Cancer Institute; Cancer Research UK Cambridge Institute, University of Cambridge; Instituto de Salud Carlos III; Cancer Council Tasmania; Cancer Council Victoria; National Center for Advancing Translational Sciences; Medical Research Council; Cumming School of Medicine, University of Calgary; Cancer Institute, University of Pittsburgh; Graduate School of Public Health, University of Pittsburgh; National Institutes of Health; Universitätsklinikum Hamburg-Eppendorf; Universitätsklinikum Heidelberg; National Health and Medical Research Council; Universidade de São Paulo; Royal Adelaide Hospital; Nottingham University Hospitals NHS Trust; Cancer Research UK; University of Sydney; Cancer Australia; University of Nottingham; Illawarra Shoalhaven Local Health District; Bundesministerium für Bildung und Forschung; National Institute for Health and Care Research; University of Pittsburgh; Calgary Laboratory Services; University of Cambridge; American Cancer Society; Magee-Womens Research Institute; Cancer Council South Australia; Pomorski Uniwersytet Medyczny W Szczecinie; Deutsches Krebsforschungszentrum; Canadian Institutes of Health Research; Department of Obstetrics, Gynecology and Reproductive Sciences, University of Pittsburgh; Cancer Institute NSW; Kræftens Bekæmpelse; QIMR Berghofer Medical Research Institute; Peter MacCallum Cancer Centre; Cedars-Sinai Medical Center; Conselho Nacional de Desenvolvimento Científico e Tecnológico; University of Western Sydney; Cancer Council NSW; Ovarian Cancer Australia","keywords":"Medicine; Epithelial ovarian cancer; Ovarian cancer; Expression (computer science); Cancer research; Oncology; TLR4; Gynecology; Cancer; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005099933,0.0001189286,0.0001931881,0.000118879,0.0001293688,0.00002009986,0.0001209332,0.000255879,0.001048584],"category_scores_gemma":[0.0001927819,0.00010137,0.00003109745,0.000118658,0.0002025679,0.0001974725,0.000093423,0.0002250252,0.0005541409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002602334,"about_ca_system_score_gemma":0.00004378626,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008560374,"about_ca_topic_score_gemma":0.00001394319,"domain_scores_codex":[0.999104,0.00002918803,0.0003227373,0.0002553588,0.00002685678,0.0002618362],"domain_scores_gemma":[0.9996464,0.00005857928,0.0001204049,0.00007716029,0.00008226198,0.00001524933],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0007259561,0.00004062574,0.01086811,0.00002192758,0.00001886241,9.201428e-7,0.002116017,1.506528e-8,0.9638716,0.0002445726,0.004385736,0.01770567],"study_design_scores_gemma":[0.002508617,0.0003095373,0.09644677,0.0002266638,0.00001868646,0.00002282695,0.0004853126,0.00001149704,0.7496901,0.0007164649,0.1493371,0.0002264103],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929697,0.0008362244,0.000012258,0.0007638549,0.0005878448,0.0001733876,0.000003504759,0.00004952366,0.004603737],"genre_scores_gemma":[0.9938448,0.0003181325,0.00008857396,0.0002723368,0.0001658734,0.0000385081,0.000006224088,0.00001247781,0.005253052],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2141815,"threshold_uncertainty_score":0.9998646,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0169542530365143,"score_gpt":0.2895222493948683,"score_spread":0.2725679963583539,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}