{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000927822,0.0005403607,0.0004339903,0.001022415,0.000247795,0.0005576467,0.0003489432,0.0003846868,0.001563574],"category_scores_gemma":[0.003638397,0.0002306142,0.0006806811,0.0006472049,0.000193052,0.0003589003,0.0005834778,0.0005606359,0.0003657823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002853207,"about_ca_system_score_gemma":0.0003731631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001888273,"about_ca_topic_score_gemma":0.002839391,"domain_scores_codex":[0.9995049,0.0001410052,0.00006724688,0.00008944512,0.00015922,0.00003824299],"domain_scores_gemma":[0.9985349,0.0003714823,0.0005606518,0.00006015079,0.000248694,0.0002241434],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008008973,0.00002787865,0.9981571,0.000007383931,0.00003331105,0.00003364479,0.00001293343,0.0001222156,0.0001279056,0.00001278572,0.0001135037,0.001271162],"study_design_scores_gemma":[0.00003402916,0.0001740691,0.9963856,0.00001063786,0.00004838788,0.0003859241,0.00005349271,0.002542699,0.0001354918,0.000030115,0.0001958941,0.000003683409],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980618,0.0001886721,0.0005052818,0.00006934851,0.00001896431,0.00006092167,0.0004890988,0.00001594672,0.0005899404],"genre_scores_gemma":[0.9979766,0.00008150024,0.0008314159,0.00001470691,0.00001480219,0.00004929676,0.0008549183,0.000003681333,0.0001731134],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001888273,"threshold_uncertainty_score":0.005230665,"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."}}