{"id":"W3207383745","doi":"10.1093/ije/dyab211","title":"Cohort Profile: The Ovarian Cancer Cohort Consortium (OC3)","year":2021,"lang":"en","type":"article","venue":"International Journal of Epidemiology","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"Public Health Ontario; University of Toronto; Ontario Institute for Cancer Research","funders":"National Cancer Institute; Medical Research Council; National Institutes of Health; Wellcome Trust; World Health Organization","keywords":"Ovarian cancer; Cohort; Medicine; Cohort study; Cancer; Oncology; Gynecology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00209422,0.0006129602,0.0009671951,0.002355025,0.0007737907,0.001279496,0.001065931,0.0007750926,0.01108833],"category_scores_gemma":[0.008884101,0.0003711527,0.001077296,0.005574877,0.0001357113,0.0005982889,0.001842394,0.0009242358,0.002689517],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008740341,"about_ca_system_score_gemma":0.003962473,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05064314,"about_ca_topic_score_gemma":0.07030012,"domain_scores_codex":[0.9985988,0.0002487571,0.0002034537,0.0003458075,0.000296766,0.0003065066],"domain_scores_gemma":[0.9956369,0.0003725832,0.0009038929,0.0008632495,0.001551064,0.0006722917],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003325969,0.0001393266,0.7875379,0.0004384401,0.001015751,0.0001835081,0.0001760585,0.0005623691,0.001078346,0.0009186388,0.1846882,0.01993552],"study_design_scores_gemma":[0.0008984174,0.0001734595,0.9336779,0.0002326526,0.000744347,0.0004645188,0.0002166584,0.0007638336,0.000465621,0.0007399616,0.06157422,0.00004839949],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.1418427,0.0009025557,0.002916087,0.000783324,0.0001566005,0.0008061898,0.84608,0.000294285,0.006218285],"genre_scores_gemma":[0.2369091,0.0009978431,0.003833212,0.001146425,0.0002111081,0.002253425,0.742691,0.0003307256,0.01162715],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05064314,"threshold_uncertainty_score":0.1006967,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04767700416811967,"score_gpt":0.3871781282078472,"score_spread":0.3395011240397276,"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."}}