{"id":"W2020713814","doi":"10.3747/co.2007.148","title":"Optimal Chemotherapy Treatment for Women with Recurrent Ovarian Cancer","year":2007,"lang":"en","type":"article","venue":"Current Oncology","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":226,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cancer Care Ontario; McMaster University; Ottawa Regional Cancer Foundation; Kingston General Hospital; Princess Margaret Cancer Centre; Ottawa Hospital; Juravinski Cancer Centre","funders":"","keywords":"Medicine; Ovarian cancer; Chemotherapy; Oncology; Internal medicine; Gynecology; Bioinformatics; Cancer; Cancer research; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.00880516,0.0005738633,0.004103534,0.002435511,0.0006258696,0.002638982,0.001789182,0.004769264,0.00554544],"category_scores_gemma":[0.07110365,0.0005427263,0.001882724,0.002497392,0.002048981,0.003654198,0.0007715696,0.002490591,0.001377016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004270426,"about_ca_system_score_gemma":0.01273217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008472484,"about_ca_topic_score_gemma":0.01903476,"domain_scores_codex":[0.9898689,0.005271102,0.002566293,0.0006845934,0.001390568,0.0002186052],"domain_scores_gemma":[0.9646385,0.02013927,0.01034229,0.0004091416,0.003576791,0.0008940171],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001580443,0.0003475964,0.00775944,0.3212827,0.003437466,0.0003813299,0.0007878334,0.0007697679,0.0007030386,0.003813555,0.1105715,0.5485653],"study_design_scores_gemma":[0.006087354,0.001020388,0.02353264,0.6470094,0.01275538,0.00219846,0.003314938,0.0007847145,0.0007555672,0.01746664,0.2848799,0.000194605],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.002236669,0.8925194,0.000354971,0.09972352,0.001627201,0.0001916218,0.0005359947,0.00002093601,0.002789761],"genre_scores_gemma":[0.09036122,0.8204718,0.007081277,0.07151895,0.008233437,0.000802464,0.0006364473,0.00003524594,0.0008592018],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00880516,"threshold_uncertainty_score":0.04656667,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09351944156578035,"score_gpt":0.4260427977140308,"score_spread":0.3325233561482505,"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."}}