{"id":"W2959408057","doi":"10.1111/cen.14062","title":"Clinical prediction score of nonalcoholic fatty liver disease in adolescent girls with polycystic ovary syndrome (PCOS‐HS index)","year":2019,"lang":"en","type":"article","venue":"Clinical Endocrinology","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Office of Research on Women's Health; National Center for Advancing Translational Sciences; National Institute of Arthritis and Musculoskeletal and Skin Diseases; Eunice Kennedy Shriver National Institute of Child Health and Human Development; Canadian Diabetes Association; Children's Hospital Colorado; National Institute of Diabetes and Digestive and Kidney Diseases; National Heart, Lung, and Blood Institute; Doris Duke Charitable Foundation","keywords":"Polycystic ovary; Nonalcoholic fatty liver disease; Medicine; Internal medicine; Waist; Cohort; Body mass index; Overweight; Metabolic syndrome; Percentile; Endocrinology; Fatty liver; Obesity; Insulin resistance; Disease","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002478324,0.0002830564,0.001105497,0.000194756,0.00002588727,0.000007235912,0.0001781145,0.0002131565,0.0002804704],"category_scores_gemma":[0.0002994798,0.0002122525,0.0004130293,0.0002193521,0.0005142806,0.00008257908,0.0001574818,0.0006603361,0.0002894009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009542816,"about_ca_system_score_gemma":0.0004324835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001095752,"about_ca_topic_score_gemma":0.00001651038,"domain_scores_codex":[0.9966517,0.0003187535,0.001343784,0.0008104886,0.000347187,0.0005280921],"domain_scores_gemma":[0.9976016,0.000629466,0.0002922566,0.0007715548,0.0001183742,0.0005867703],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008430284,0.00666767,0.9730336,0.0002689997,0.0004082939,0.003046474,0.00001022182,0.00002341601,0.000002890002,0.0002024023,0.0001551988,0.007750517],"study_design_scores_gemma":[0.01046842,0.003878078,0.9830458,0.0008581833,0.0006356231,0.0001734513,0.00001121721,0.000390463,0.00001005391,0.00005781023,0.0003009624,0.0001698978],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956941,0.00134711,0.00003096987,0.0006186212,0.000608496,0.001340222,0.00008341735,0.0000627831,0.0002142517],"genre_scores_gemma":[0.9969838,0.001279429,0.0001024648,0.001129835,0.0001824666,0.0000991444,0.00009012863,0.00003474684,0.00009795601],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0100122,"threshold_uncertainty_score":0.8655405,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05934011404504356,"score_gpt":0.3503062299449469,"score_spread":0.2909661158999033,"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."}}