{"id":"W2331897577","doi":"10.1097/coc.0000000000000281","title":"Chemotherapy is of Value in Second Line and Beyond, Relapsed High-grade, Serous Epithelial Ovarian Cancer","year":2016,"lang":"en","type":"article","venue":"American Journal of Clinical Oncology","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Medicine; Etoposide; Serous fluid; Hazard ratio; Internal medicine; Proportional hazards model; Chemotherapy; Progression-free survival; Population; Univariate analysis; Oncology; Ovarian cancer; Surgery; Multivariate analysis; Confidence interval; Cancer","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":[0.0004070777,0.0001182291,0.0003373912,0.0003962791,0.0001387639,0.0003589419,0.0001412269,0.000211651,0.001102208],"category_scores_gemma":[0.002143908,0.00005427053,0.0002223587,0.0003504648,0.0002070935,0.0002234351,0.0001790065,0.0002609884,0.000097665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004509431,"about_ca_system_score_gemma":0.0003314442,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007605416,"about_ca_topic_score_gemma":0.002392419,"domain_scores_codex":[0.9998386,0.00007768939,0.00001537627,0.00001797106,0.00003266732,0.00001766177],"domain_scores_gemma":[0.9989792,0.0004108853,0.0003894527,0.00003940981,0.00007015642,0.000110968],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00509972,0.0001390262,0.8082384,0.0005383163,0.0001737982,0.0007240422,0.0001065181,0.0008517664,0.004963117,0.00009715578,0.001087921,0.1779801],"study_design_scores_gemma":[0.000255995,0.004639748,0.9753706,0.0002694212,0.0003601233,0.005119918,0.000177488,0.00100288,0.003898469,0.0002507804,0.008641143,0.00001342339],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9731883,0.02374194,0.0002943792,0.0006237124,0.00003404893,0.00002210941,0.0001827159,0.0000288615,0.001884037],"genre_scores_gemma":[0.9960369,0.003216361,0.0002679254,0.00007854136,0.00004429596,0.000005295016,0.0001399487,0.000001933444,0.0002088086],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001102208,"threshold_uncertainty_score":0.003687263,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03879162495960458,"score_gpt":0.4008923128667742,"score_spread":0.3621006879071696,"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."}}