{"id":"W2898826737","doi":"10.14740/jocmr3639","title":"Prevalence and Risk Factors of Elevated Liver Enzymes in Japanese Women With Polycystic Ovary Syndrome","year":2018,"lang":"en","type":"article","venue":"Journal of Clinical Medicine Research","topic":"Ovarian function and disorders","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Polycystic ovary; Body mass index; Nonalcoholic fatty liver disease; Internal medicine; Insulin resistance; Fatty liver; Obesity; Endocrinology; Physiology; Gastroenterology; Disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0003598774,0.0002741273,0.0002900701,0.0008981811,0.0003756654,0.0003694623,0.0002057916,0.000281445,0.0007645816],"category_scores_gemma":[0.001236894,0.0002899175,0.0003191835,0.0009648955,0.000254136,0.0002628952,0.0003067416,0.0003100779,0.00008820016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002609285,"about_ca_system_score_gemma":0.0003613797,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01031111,"about_ca_topic_score_gemma":0.01477739,"domain_scores_codex":[0.9996796,0.00006884305,0.00006283446,0.00006807248,0.00007151721,0.00004918734],"domain_scores_gemma":[0.9993512,0.00007156043,0.0003148902,0.00003029193,0.00009920317,0.0001328051],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001585361,0.000006163852,0.9991844,0.000007815035,0.00001480934,0.0001043814,0.00005832894,0.000006385927,0.00009300942,0.000003881081,0.00003578665,0.0004692415],"study_design_scores_gemma":[0.000003058465,0.00002485115,0.9988356,0.000007176918,0.00003062001,0.000665575,0.0002249771,0.00007079286,0.00001751339,0.000008501556,0.0001089485,0.000002452625],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987895,0.000723545,0.00003695066,0.00005791408,0.000006751134,0.000007305176,0.00009556161,0.000001975358,0.0002805157],"genre_scores_gemma":[0.9993773,0.0003156845,0.00007521109,0.00002618346,0.00001004401,0.000006393302,0.0001381125,7.981349e-7,0.00005030237],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01031111,"threshold_uncertainty_score":0.02050215,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1052362082710504,"score_gpt":0.4347528335619105,"score_spread":0.3295166252908601,"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."}}