{"id":"W3214185785","doi":"10.1002/jso.26751","title":"Treatment outcomes and predictive factors in patients ≥70 years old with advanced ovarian cancer","year":2021,"lang":"en","type":"article","venue":"Journal of Surgical Oncology","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sinai Health System; Princess Margaret Cancer Centre; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Chemotherapy; Hazard ratio; Internal medicine; Retrospective cohort study; Stage (stratigraphy); Surgery; Ovarian cancer; Cohort; Demographics; Overall survival; Cytoreductive surgery; Cancer; Oncology; Confidence interval","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":[0.0002637878,0.0001930287,0.000238917,0.0005605274,0.0003726333,0.0004664704,0.0002001399,0.0003780884,0.001264153],"category_scores_gemma":[0.001550867,0.0001173211,0.0003104495,0.0007661332,0.0001777192,0.0003980091,0.0002885302,0.0004259581,0.0002284927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002673948,"about_ca_system_score_gemma":0.0003050178,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003405607,"about_ca_topic_score_gemma":0.005889799,"domain_scores_codex":[0.9998056,0.00003242285,0.00001815416,0.00003325879,0.00004543281,0.00006522743],"domain_scores_gemma":[0.9991773,0.0001069147,0.0004713371,0.00001996548,0.00006019913,0.0001642984],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004276143,0.00001374124,0.9992675,0.000002626662,0.000008064159,0.00003822356,0.000009043461,0.00001671208,0.00003277829,0.000002848087,0.0000535326,0.0005121833],"study_design_scores_gemma":[0.000006448005,0.00007658907,0.9990206,0.000005798538,0.0000162522,0.0004051266,0.000105585,0.00007592409,0.00002815913,0.00001294787,0.0002445298,0.000002040917],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985453,0.0004333364,0.00003767724,0.00007062482,0.000009431868,0.000006836603,0.0004907313,0.000002400732,0.0004037655],"genre_scores_gemma":[0.9991496,0.0001418708,0.00003259585,0.0000342383,0.00001802477,0.000006627542,0.0005336952,0.00000102458,0.00008242649],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003405607,"threshold_uncertainty_score":0.006771564,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01688153970874772,"score_gpt":0.313772545915284,"score_spread":0.2968910062065363,"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."}}