{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002103085,0.00026514,0.000531619,0.0001072137,0.00008350284,0.0000117227,0.00006295834,0.0001044669,0.0004828943],"category_scores_gemma":[0.000008569084,0.0001786079,0.0001002034,0.0001515289,0.00007994141,0.00003454964,0.0000119648,0.0001085747,0.00001444019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003267816,"about_ca_system_score_gemma":0.0005824298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003511137,"about_ca_topic_score_gemma":0.0001655429,"domain_scores_codex":[0.9984806,0.00001960524,0.0002831867,0.0004468183,0.000151505,0.0006182962],"domain_scores_gemma":[0.9990351,0.0001210022,0.0001309526,0.0002611906,0.0001330574,0.0003186826],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00662247,0.004012009,0.03227847,0.00008040441,0.0005377753,0.0000458521,0.001564335,0.00001030996,0.00007373528,0.0003228348,0.002543765,0.9519081],"study_design_scores_gemma":[0.01997393,0.01410844,0.08137581,0.0001104736,0.0002416563,0.00004242226,0.0002618249,0.00005462396,0.001207454,0.00003977491,0.8823823,0.000201251],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9767644,0.005130477,0.002676586,0.007781518,0.001957916,0.002706366,0.00009383204,0.0001049487,0.002783892],"genre_scores_gemma":[0.9796765,0.004653237,0.007316658,0.000679735,0.002008016,0.004314419,0.0001091168,0.00008611065,0.001156159],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9517068,"threshold_uncertainty_score":0.8545225,"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."}}