{"id":"W2896823394","doi":"10.1503/cmaj.180499","title":"Diagnosing ovarian cancer","year":2018,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Bloating; Asymptomatic; Medicine; Ovarian cancer; Abdominal pain; Pelvic pain; Pelvic examination; Urinary urgency; Urinary system; Gynecology; Cancer; Internal medicine; Pathology; Surgery; Alternative medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0006146986,0.0003945301,0.000376251,0.002211859,0.0005942525,0.0008813664,0.0006925615,0.0006064709,0.006707116],"category_scores_gemma":[0.004175691,0.000228174,0.0003287923,0.0008490814,0.000207942,0.0005038751,0.0006538838,0.0007809132,0.002032922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000964452,"about_ca_system_score_gemma":0.001537158,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02513298,"about_ca_topic_score_gemma":0.03756075,"domain_scores_codex":[0.9994513,0.00009028926,0.00005411142,0.00006129294,0.0002392324,0.0001037768],"domain_scores_gemma":[0.9991102,0.0001589207,0.00008861404,0.00005181654,0.0004413776,0.0001490729],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003045961,0.0001261746,0.3532258,0.0006683398,0.00004472681,0.006036571,0.0004079223,0.0002893659,0.008958177,0.002182975,0.1352072,0.4925481],"study_design_scores_gemma":[0.0001306495,0.0005812024,0.3463198,0.002673987,0.0002675421,0.05144899,0.002216208,0.001812651,0.01190735,0.005321581,0.5772448,0.00007527698],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.30891,0.1085316,0.0313134,0.03597528,0.008099535,0.003828479,0.0143737,0.002203792,0.4867642],"genre_scores_gemma":[0.7710827,0.07056301,0.06892264,0.01501207,0.004499841,0.0008190568,0.01452895,0.0001776068,0.0543941],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02513298,"threshold_uncertainty_score":0.04997337,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01242158622861251,"score_gpt":0.2847464673690746,"score_spread":0.272324881140462,"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."}}