{"id":"W3102113072","doi":"10.1002/ijc.33395","title":"Multiple lines of chemotherapy for patients with high‐grade ovarian cancer: Predictors for response and effect on survival","year":2020,"lang":"en","type":"article","venue":"International Journal of Cancer","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Jewish General Hospital","funders":"Canadian Institutes of Health Research","keywords":"Ovarian cancer; Chemotherapy; Oncology; Internal medicine; Medicine; Cancer; Overall survival","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0008337033,0.0001523591,0.000378902,0.0003186605,0.0001272621,0.0002821352,0.0001809292,0.0002657413,0.001023117],"category_scores_gemma":[0.003058126,0.00009091728,0.0006072208,0.0002942389,0.0001040818,0.0002494472,0.0001862522,0.0003993438,0.0001291323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001842139,"about_ca_system_score_gemma":0.000199562,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003949361,"about_ca_topic_score_gemma":0.001106501,"domain_scores_codex":[0.9996639,0.0001484914,0.00003944898,0.00003572749,0.00007730124,0.00003505768],"domain_scores_gemma":[0.9963353,0.001740754,0.001253709,0.0001326281,0.0001391151,0.0003985348],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001080912,0.00006113702,0.9857663,0.00002444845,0.00008684799,0.00008348243,0.00001882601,0.0002523568,0.0004521964,0.000008205811,0.0001006469,0.01206479],"study_design_scores_gemma":[0.00004119274,0.0009270281,0.9971532,0.0000237895,0.0001085422,0.00037735,0.00002561511,0.0008021333,0.0002123817,0.0000343543,0.0002906807,0.000003894198],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997032,0.002399102,0.0001645081,0.0001088873,0.00000981804,0.000009162887,0.00008408976,0.000005135068,0.000187233],"genre_scores_gemma":[0.9991995,0.0003649395,0.0001269654,0.00003076998,0.00002110279,0.000008169919,0.0001446091,0.000001493024,0.0001025763],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001023117,"threshold_uncertainty_score":0.004409134,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01423803261996081,"score_gpt":0.3121680982102175,"score_spread":0.2979300655902566,"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."}}