{"id":"W1935105845","doi":"10.1093/pch/10.10.602","title":"Clinical features, investigations and management of adolescents with polycystic ovary syndrome","year":2005,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Ovarian function and disorders","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; hirsutism; Polycystic ovary; Hyperandrogenism; Anovulation; Dyslipidemia; Gynecology; Insulin resistance; Overweight; Metformin; Metabolic syndrome; Obesity; Obstetrics; Pediatrics; Internal medicine; Diabetes mellitus; Endocrinology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003407943,0.0001194526,0.0002852402,0.0001609723,0.0001073773,0.000007455842,0.00004780716,0.0000719547,0.00001616481],"category_scores_gemma":[0.00003218029,0.00009838644,0.00004946725,0.0003766995,0.00008942906,0.00004515291,0.00003263416,0.000290103,0.0000167641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004375148,"about_ca_system_score_gemma":0.0001794065,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003704874,"about_ca_topic_score_gemma":0.00002226453,"domain_scores_codex":[0.9987682,0.00005418395,0.0004288414,0.0002522815,0.0002696375,0.0002269069],"domain_scores_gemma":[0.999132,0.0000256252,0.0001733596,0.0002304026,0.00003703228,0.0004015177],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006334202,0.0009862307,0.9527109,0.001978707,0.0001409637,0.00003906938,0.0002129495,0.00002079889,2.939361e-7,0.002595761,0.01207216,0.02860877],"study_design_scores_gemma":[0.003096059,0.0004668684,0.9898822,0.0003704048,0.0001352434,0.000155346,0.00008449655,0.00003281867,3.306743e-7,0.00005369363,0.005635227,0.00008736682],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8233476,0.03825336,0.003799418,0.1110182,0.001066276,0.004192382,0.00007310544,0.0003912864,0.0178584],"genre_scores_gemma":[0.9772915,0.004579585,0.009048853,0.008637104,0.0001852817,0.000007063883,0.00003250262,0.00001920664,0.0001988829],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1539439,"threshold_uncertainty_score":0.4012083,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01759351648082925,"score_gpt":0.2922977849893269,"score_spread":0.2747042685084977,"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."}}