{"id":"W2735026933","doi":"10.1200/jco.2017.35.15_suppl.5575","title":"Predictors of stopping chemotherapy early and short survival in patients with potentially platinum sensitive (PPS) recurrent ovarian cancer (ROC) who have had ≥3 lines of prior chemotherapy: The GCIG symptom benefit study (SBS).","year":2017,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University Health Network","funders":"","keywords":"Medicine; Chemotherapy; Internal medicine; Proportional hazards model; Carboplatin; Ovarian cancer; Logistic regression; Cancer; Surgery; Oncology; Cisplatin","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":[0.0005379018,0.0001872524,0.0002872175,0.0003115388,0.0002088038,0.0003912109,0.0002188048,0.0004151747,0.0008323431],"category_scores_gemma":[0.001793193,0.0001643609,0.0004130549,0.000492418,0.0001516314,0.0002577822,0.0003107551,0.0004773897,0.00009567385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002215247,"about_ca_system_score_gemma":0.0002932372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002113055,"about_ca_topic_score_gemma":0.005276674,"domain_scores_codex":[0.9998195,0.00005626441,0.00002211516,0.00002767922,0.00003441812,0.00004001644],"domain_scores_gemma":[0.9990562,0.0002504193,0.000396604,0.00004073684,0.00004680976,0.0002093407],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006095854,0.00003932734,0.9975221,0.00001061234,0.00003857514,0.00003919263,0.00002140929,0.00004365729,0.0001012769,0.000004084265,0.0000841452,0.001486096],"study_design_scores_gemma":[0.00006607654,0.0004203598,0.9986809,0.000008302635,0.00007099566,0.0001601047,0.00005919753,0.0002741815,0.00003624589,0.00001339959,0.0002077202,0.000002444376],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994579,0.0002526532,0.00001422659,0.00003952579,0.000003227427,0.000006102833,0.0001376858,0.000001053365,0.00008772191],"genre_scores_gemma":[0.9994048,0.00008952575,0.00003399129,0.00002687476,0.00001050445,0.000006724916,0.0003618508,6.454069e-7,0.00006508058],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002113055,"threshold_uncertainty_score":0.004201472,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05070146682993377,"score_gpt":0.394004814131398,"score_spread":0.3433033473014642,"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."}}