{"id":"W2043178214","doi":"10.1016/j.ygyno.2005.03.022","title":"Identifying patients unlikely to benefit from further chemotherapy: A descriptive study of outcome at each relapse in ovarian cancer","year":2005,"lang":"en","type":"article","venue":"Gynecologic Oncology","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Medicine; Chemotherapy; Ovarian cancer; Retrospective cohort study; Internal medicine; Cancer; Surgery; Oncology","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":[0.0016148,0.000174213,0.0005147927,0.0009263067,0.0004962464,0.0005480808,0.0004982103,0.0005048332,0.0007242513],"category_scores_gemma":[0.006913872,0.0001873971,0.0007252068,0.001090493,0.0004267714,0.0008921246,0.0007344594,0.0006453872,0.0001470343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005298162,"about_ca_system_score_gemma":0.0006045679,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003323113,"about_ca_topic_score_gemma":0.005016435,"domain_scores_codex":[0.9991522,0.0003330116,0.0001377196,0.0001105781,0.000124097,0.0001424642],"domain_scores_gemma":[0.9945269,0.002153471,0.00217271,0.000315249,0.0003877211,0.0004440121],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000607016,0.00008246789,0.9976447,0.000008955283,0.0000365672,0.00005333084,0.00008305074,0.00006035229,0.00009230611,0.00002038154,0.00004959333,0.001261243],"study_design_scores_gemma":[0.00002205982,0.0006229377,0.997701,0.000006385087,0.00007794935,0.0003372609,0.0005888765,0.0002890166,0.0001171698,0.00006902816,0.0001610884,0.000007282352],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994025,0.0001122141,0.00005798921,0.00002678699,0.00000182633,0.000008790385,0.0001551185,0.000001356131,0.0002333987],"genre_scores_gemma":[0.9995733,0.00004143698,0.00003498267,0.00002063503,0.000004993273,0.000008098562,0.0002437952,0.000001546294,0.00007112316],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003323113,"threshold_uncertainty_score":0.008539975,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05348050769829091,"score_gpt":0.3516750492072854,"score_spread":0.2981945415089944,"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."}}