{"id":"W4223975396","doi":"10.3390/cancers14081954","title":"CA-125 Levels Are Predictive of Survival in Low-Grade Serous Ovarian Cancer—A Multicenter Analysis","year":2022,"lang":"en","type":"article","venue":"Cancers","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Ottawa; Princess Margaret Cancer Centre; University Health Network","funders":"Medical Research and Materiel Command; Canadian Institutes of Health Research; Medical Research Council; Peter MacCallum Foundation; Cancer Australia; National Health and Medical Research Council; Norges Forskningsråd; Minnesota Ovarian Cancer Alliance; Cancer Research UK; Fred C. and Katherine B. Andersen Foundation; National Cancer Institute; Helse Vest; Ovarian Cancer Australia; Wellcome Trust; Mayo Foundation for Medical Education and Research; National Institutes of Health; Ovarian Cancer Research Fund; Roswell Park Cancer Institute; Génome Québec; Ministry of Health, Labour and Welfare; McGill University; European Commission; U.S. Department of Defense","keywords":"Serous ovarian cancer; Ovarian cancer; Serous fluid; Medicine; Oncology; Internal medicine; Multicenter study; Cancer; Randomized controlled trial","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":[0.001720606,0.0001979038,0.0002981051,0.0004888827,0.0002263008,0.0004315447,0.0002801594,0.000195687,0.001038346],"category_scores_gemma":[0.003384452,0.0001484484,0.000502089,0.0006557548,0.0001746792,0.0002302052,0.000374419,0.0001935554,0.0001365796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002478231,"about_ca_system_score_gemma":0.000237713,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001417297,"about_ca_topic_score_gemma":0.001572035,"domain_scores_codex":[0.9994693,0.0002663856,0.00004738999,0.0001069675,0.00006518584,0.00004471851],"domain_scores_gemma":[0.9981981,0.0003766125,0.0008991024,0.0002142932,0.000126969,0.0001849551],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005542533,0.00001145183,0.9977809,0.000009175936,0.000136592,0.00002963294,0.00002345634,0.00005538597,0.0002153501,0.000007417008,0.00007208793,0.001104382],"study_design_scores_gemma":[0.00005710257,0.0001777109,0.9985267,0.000005753959,0.0001541384,0.0002211712,0.00004484349,0.0003951409,0.00009015035,0.00001658774,0.0003083311,0.000002393844],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992686,0.0002706286,0.00007474253,0.00002228619,0.00000202751,0.000006019076,0.0002409933,0.000002710804,0.0001119501],"genre_scores_gemma":[0.9996198,0.00004150876,0.00005103586,0.000007538817,0.000005548225,0.000004776515,0.0002380886,0.000001171167,0.00003034495],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001720606,"threshold_uncertainty_score":0.009099543,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02764177658338212,"score_gpt":0.2972329428641092,"score_spread":0.2695911662807271,"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."}}