{"id":"W2468525182","doi":"10.1097/coc.0000000000000310","title":"Secondary Surgery Versus Chemotherapy for Recurrent Ovarian Cancer","year":2016,"lang":"en","type":"article","venue":"American Journal of Clinical Oncology","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Population and Public Health","funders":"National Cancer Institute","keywords":"Medicine; Debulking; Hazard ratio; Chemotherapy; Ovarian cancer; Surgery; Proportional hazards model; Confidence interval; Survival analysis; Cancer; 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":[0.00161992,0.0001936678,0.0006933187,0.0003763258,0.0001613503,0.0004120456,0.0003149216,0.0002870746,0.003712732],"category_scores_gemma":[0.00799607,0.00007730805,0.0011356,0.0002807533,0.0002678209,0.0002922453,0.0004922302,0.0004766935,0.0003051708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006432901,"about_ca_system_score_gemma":0.0006397759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008620638,"about_ca_topic_score_gemma":0.00168189,"domain_scores_codex":[0.9987618,0.0006590224,0.0001228205,0.000191927,0.00017386,0.00009063256],"domain_scores_gemma":[0.9964454,0.001379386,0.001305639,0.0001630327,0.0001968278,0.0005097626],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03937577,0.001283649,0.5570647,0.002101016,0.003904739,0.0004724,0.000324145,0.005393645,0.00248766,0.001645515,0.005017606,0.3809292],"study_design_scores_gemma":[0.005422393,0.04914193,0.8906224,0.00156227,0.003695706,0.00472512,0.0004128888,0.01968565,0.004822813,0.003533475,0.01631855,0.00005676829],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9781159,0.01393228,0.001756023,0.002518613,0.0003606977,0.0001147014,0.0003940855,0.00005867896,0.002749053],"genre_scores_gemma":[0.9973978,0.00119482,0.0003808499,0.0002744962,0.0001494334,0.00003243886,0.0002458112,0.000004639583,0.0003196583],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003712732,"threshold_uncertainty_score":0.01242036,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1302456897827856,"score_gpt":0.4824705152351497,"score_spread":0.3522248254523641,"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."}}