{"id":"W1780088415","doi":"10.1371/journal.pone.0128106","title":"Common Genetic Variation In Cellular Transport Genes and Epithelial Ovarian Cancer (EOC) Risk","year":2015,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Ferroptosis and cancer prognosis","field":"Medicine","cited_by":906,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's College Hospital; Canada's Michael Smith Genome Sciences Centre; Princess Margaret Cancer Centre; BC Cancer Agency; Simon Fraser University; University of Toronto; Public Health Ontario","funders":"National Center for Advancing Translational Sciences; National Institute of Environmental Health Sciences; National Cancer Institute; Medical Research Council; Canadian Institutes of Health Research; European Commission; Roswell Park Cancer Institute; QIMR Berghofer Medical Research Institute; Peter MacCallum Cancer Centre; Francis Crick Institute; Ovarian Cancer Research Fund; National Institutes of Health; Cancer Australia; National Health and Medical Research Council; Cancer Research UK","keywords":"Epithelial ovarian cancer; Ovarian cancer; Genetic variation; Gene; Biology; Cancer; Genetics; Bioinformatics; Cancer research","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":[],"consensus_categories":[],"category_scores_codex":[0.0001814917,0.0001067093,0.0002871877,0.00006889684,0.00002897164,0.000008568525,0.0000432364,0.00008327497,0.00009404201],"category_scores_gemma":[0.00001413413,0.0000976799,0.00002759534,0.0001318313,0.00002979261,0.00004531842,0.00001067418,0.0001316207,0.000008413271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007414994,"about_ca_system_score_gemma":0.00009119432,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004239374,"about_ca_topic_score_gemma":0.0008009748,"domain_scores_codex":[0.9990855,0.00004696664,0.0002145037,0.0002142886,0.0002745361,0.0001641598],"domain_scores_gemma":[0.999553,0.00001239516,0.00006263248,0.0001664088,0.00006669885,0.0001388593],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002225586,0.0008206324,0.9203485,0.0001241533,0.0001494644,0.00001805955,0.001302642,0.00003068537,0.06987248,0.00001672664,0.0000215103,0.007072555],"study_design_scores_gemma":[0.002714231,0.0003088016,0.9346428,0.0002152851,0.0006602024,0.000001665535,0.00005540768,0.002104316,0.05865109,0.0001639026,0.0003300472,0.0001522508],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951524,0.003229438,0.000115963,0.0007563304,0.00005346445,0.0003688505,0.00004257457,0.00002881876,0.0002522323],"genre_scores_gemma":[0.9950939,0.002149879,0.002100819,0.0001558102,0.0002589469,0.000108606,0.00001559167,0.00002145941,0.00009501723],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01429427,"threshold_uncertainty_score":0.6408694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04690600791177227,"score_gpt":0.2464681444686829,"score_spread":0.1995621365569106,"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."}}