{"id":"W1986151536","doi":"10.1155/2010/740968","title":"Molecular Abnormalities in Ovarian Cancer Subtypes Other than High-Grade Serous Carcinoma","year":2009,"lang":"en","type":"article","venue":"Journal of Oncology","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":63,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Ovarian cancer; Serous fluid; Medicine; Serous carcinoma; Ovarian carcinoma; Oncology; Carcinogenesis; Clear cell carcinoma; Cancer; Internal medicine; Clear cell; Pathology; Carcinoma; Cancer research","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":[0.0002021697,0.0001426269,0.000236833,0.0009632022,0.0001491435,0.0003998371,0.0001740524,0.0002841011,0.0009983002],"category_scores_gemma":[0.0005363574,0.00009135451,0.0001801075,0.0007541559,0.0002107291,0.0002593414,0.000206413,0.0002612999,0.0002132231],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002169396,"about_ca_system_score_gemma":0.0002497378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001128836,"about_ca_topic_score_gemma":0.002138296,"domain_scores_codex":[0.9999022,0.00001453258,0.00001650231,0.00000959867,0.00004283122,0.00001432768],"domain_scores_gemma":[0.9997965,0.00005585418,0.00008924486,0.000009514459,0.00002656721,0.00002236631],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0006364994,0.00009889199,0.3334747,0.001887203,0.0002065931,0.0203724,0.0004027318,0.0009495709,0.1091055,0.004066506,0.007706499,0.521093],"study_design_scores_gemma":[0.00004557465,0.0002451335,0.7489888,0.0004434965,0.0002542381,0.1070212,0.0004707207,0.0005758682,0.01719804,0.002529403,0.1221974,0.00003017605],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.533727,0.4332869,0.002249013,0.002621618,0.0002288811,0.00005917337,0.0004558663,0.00008765906,0.02728378],"genre_scores_gemma":[0.8469576,0.1461437,0.002012743,0.0003844344,0.0002552285,0.00001540209,0.0004815408,0.00001042261,0.003738971],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001128836,"threshold_uncertainty_score":0.003339589,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02103828670944343,"score_gpt":0.3156131486191164,"score_spread":0.294574861909673,"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."}}