{"id":"W3197851066","doi":"10.1016/j.semcancer.2021.09.002","title":"Revisiting platinum-resistant ovarian cancer: Advances in therapy, molecular biomarkers, and clinical outcomes","year":2021,"lang":"en","type":"editorial","venue":"Seminars in Cancer Biology","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Ovarian cancer; Medicine; Oncology; Cancer therapy; Internal medicine; Cancer; Bioinformatics; Biology","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":[0.01573723,0.004136664,0.005753838,0.004255286,0.002249697,0.008057638,0.004009653,0.01509108,0.008713119],"category_scores_gemma":[0.04261862,0.001317892,0.003324638,0.002069629,0.002743339,0.005647283,0.002197458,0.02777973,0.005661833],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004239407,"about_ca_system_score_gemma":0.00467903,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001847407,"about_ca_topic_score_gemma":0.004636944,"domain_scores_codex":[0.9933051,0.001698841,0.001061765,0.0007462106,0.002782725,0.0004052549],"domain_scores_gemma":[0.954121,0.02673087,0.002308687,0.0007483836,0.01158515,0.00450593],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008670623,0.00001434112,0.00004535793,0.0005776311,0.00005210351,0.00009577208,0.0000140427,0.00003260713,0.00005657837,0.0003969209,0.9879112,0.01071676],"study_design_scores_gemma":[0.0002551637,0.0001083072,0.0006374935,0.00195583,0.0003242578,0.0004051429,0.00007606111,0.0003342196,0.0001597957,0.002799134,0.9928929,0.00005160643],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00002415772,0.01649223,0.00009632826,0.03404356,0.9487537,0.00001157732,0.00003932506,0.00002868548,0.0005104709],"genre_scores_gemma":[0.0001782447,0.007706929,0.00005491812,0.0117365,0.9789255,0.00001094695,0.00001564469,0.00001235115,0.001358962],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.01573723,"threshold_uncertainty_score":0.0832274,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01955661420748214,"score_gpt":0.3917133725443427,"score_spread":0.3721567583368606,"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."}}