{"id":"W3199444372","doi":"10.29309/tpmj/2012.19.01.1932","title":"EPITHELIAL OVARIAN CANCER;","year":2012,"lang":"en","type":"article","venue":"The Professional Medical Journal","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Ovarian cancer; Cancer; Family history; Gynecology; Breast cancer; Menarche; Stage (stratigraphy); Population; Pathological; Disease; Internal medicine; Medical record; Obstetrics; Oncology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003767718,0.0002175175,0.0002567978,0.000651344,0.0005463312,0.0006498704,0.0002464781,0.0004534761,0.01485316],"category_scores_gemma":[0.001733704,0.00007780289,0.000135389,0.00128793,0.0003970174,0.0003782331,0.0005374359,0.0005113992,0.003473647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004813858,"about_ca_system_score_gemma":0.0007283901,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001581952,"about_ca_topic_score_gemma":0.001843906,"domain_scores_codex":[0.9996995,0.00004676265,0.00002415242,0.00004654534,0.0001043283,0.00007880837],"domain_scores_gemma":[0.9993615,0.0001329617,0.0002092041,0.00004218149,0.0001652143,0.00008901643],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00051783,0.0002778043,0.5591403,0.001993089,0.00006852311,0.03979777,0.0003715079,0.0002225822,0.001996108,0.002864283,0.05022705,0.342523],"study_design_scores_gemma":[0.0001068759,0.0003716727,0.3045849,0.001170766,0.000134731,0.3105825,0.0008884479,0.0004381313,0.001741815,0.003320242,0.3766393,0.00002055663],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.5684302,0.1354873,0.004184224,0.01080619,0.001504662,0.0008109621,0.007611033,0.0005548522,0.2706105],"genre_scores_gemma":[0.940786,0.02681627,0.001634032,0.002173504,0.0007105587,0.0001528862,0.003679276,0.00004053159,0.02400685],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01485316,"threshold_uncertainty_score":0.04968876,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03007168393609954,"score_gpt":0.3647532124877553,"score_spread":0.3346815285516557,"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."}}