{"id":"W2597747698","doi":"10.1200/jco.2015.33.15_suppl.5564","title":"Baseline predictors of early treatment failure in patients with platinum resistant/refractory (PRR) and potentially platinum sensitive (PPS ≥ 3) recurrent ovarian cancer (ROC) receiving ≥ 3 lines of chemotherapy: The Gynaecologic Cancer Intergroup (GCIG) Symptom Benefit Study (SBS).","year":2015,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University Health Network","funders":"","keywords":"Medicine; Internal medicine; Hazard ratio; Proportional hazards model; Ascites; Performance status; Cancer; Ovarian cancer; Progression-free survival; Thrombocytosis; Gastroenterology; Chemotherapy; Univariate analysis; Oncology; Surgery; Confidence interval; Multivariate analysis; Platelet","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":[0.0007109135,0.0001896405,0.0003371522,0.0004331079,0.0002043364,0.0003596073,0.000241265,0.0004861002,0.001008313],"category_scores_gemma":[0.001987369,0.0001463442,0.000351911,0.0005870255,0.0001483815,0.0002949105,0.0003099133,0.0005084552,0.0001300958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002236805,"about_ca_system_score_gemma":0.0002386957,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001866704,"about_ca_topic_score_gemma":0.002742553,"domain_scores_codex":[0.9997535,0.0000912751,0.00003038283,0.00004626577,0.00003893227,0.00003961856],"domain_scores_gemma":[0.9985202,0.000436354,0.0006005974,0.0000579861,0.00007101205,0.0003137319],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005790881,0.00003686899,0.9982352,0.000008377087,0.00003312255,0.00003873855,0.00002176557,0.00006169904,0.00009211893,0.000004623374,0.00006117623,0.0008271994],"study_design_scores_gemma":[0.0000340289,0.0003522132,0.9991423,0.000003287531,0.00002096144,0.0001124506,0.00002809563,0.0001951397,0.00002436242,0.000008401508,0.00007662822,0.000002231569],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992291,0.0002615697,0.00003002754,0.00002922484,0.000002929766,0.000009324871,0.0003003683,0.000001991875,0.0001354498],"genre_scores_gemma":[0.9994645,0.00003912469,0.0000292062,0.00001406032,0.000006527308,0.000007914964,0.0003906224,6.101095e-7,0.00004743239],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001866704,"threshold_uncertainty_score":0.003759742,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0457076153279336,"score_gpt":0.3643793015686312,"score_spread":0.3186716862406976,"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."}}