{"id":"W2416729954","doi":"10.1503/cjs.014315","title":"The optimal time for surgery in women with serous ovarian cancer","year":2016,"lang":"en","type":"article","venue":"Canadian Journal of Surgery","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Serous ovarian cancer; Ovarian cancer; Serous fluid; Gynecology; General surgery; Oncology; Cancer; Obstetrics; Surgery; Internal 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":[0.0002621483,0.000122036,0.0002155812,0.0003457016,0.0002516977,0.000288013,0.0001898048,0.0003659494,0.001061587],"category_scores_gemma":[0.001967785,0.0001045139,0.0002407459,0.0003623698,0.0002147767,0.0003019964,0.0001493718,0.0002663567,0.0001034281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002505463,"about_ca_system_score_gemma":0.0003664119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008435485,"about_ca_topic_score_gemma":0.001683084,"domain_scores_codex":[0.9998932,0.00002783116,0.0000100825,0.00001958273,0.00001858879,0.00003071696],"domain_scores_gemma":[0.99937,0.0001914156,0.0002980112,0.00001707592,0.00002173528,0.00010184],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007389307,0.00003444351,0.9923559,0.00002357389,0.00002411211,0.000352868,0.00004066038,0.0001591458,0.0004348942,0.00002456557,0.000175098,0.005635775],"study_design_scores_gemma":[0.0000571415,0.0006032692,0.9951258,0.00003251316,0.00005107005,0.002311285,0.0002712976,0.00043422,0.0002838718,0.0001280355,0.000696196,0.000005329056],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979842,0.001378939,0.00007071045,0.0001428826,0.00001823899,0.000006784776,0.0001057257,0.000002673151,0.0002899051],"genre_scores_gemma":[0.9994385,0.0002970719,0.00006635008,0.0000375434,0.00001839517,0.000005110122,0.00009804346,7.94943e-7,0.00003830301],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001061587,"threshold_uncertainty_score":0.003551364,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02511302720355263,"score_gpt":0.2415303757048131,"score_spread":0.2164173485012604,"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."}}