{"id":"W2738289865","doi":"10.1186/s12958-017-0275-0","title":"Evolution of metabolic alterations 5 Years after early puberty in a cohort of girls predisposed to polycystic ovary syndrome","year":2017,"lang":"en","type":"article","venue":"Reproductive Biology and Endocrinology","topic":"Ovarian function and disorders","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier Universitaire de Sherbrooke; Université de Sherbrooke","funders":"","keywords":"NEFA; Polycystic ovary; Internal medicine; Endocrinology; Medicine; Cohort; Body mass index; Insulin resistance; Prospective cohort study; Ovary; Insulin; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001340374,0.00009193836,0.0003798854,0.0002568678,0.00004193608,0.000002871827,0.00006594558,0.00009134494,0.0000476706],"category_scores_gemma":[0.0004881483,0.0000826236,0.00004339589,0.0000908265,0.000370977,0.00007103775,0.00006980928,0.0001164744,0.00001052071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001610211,"about_ca_system_score_gemma":0.00006243316,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007539155,"about_ca_topic_score_gemma":0.00006129897,"domain_scores_codex":[0.9990224,0.00007921152,0.0002544569,0.0004006868,0.00004268731,0.0002005775],"domain_scores_gemma":[0.999208,0.00002344773,0.0001117731,0.0005295263,0.00007563884,0.00005158047],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001454449,0.0001328787,0.9814435,0.00001949878,0.0001302054,0.00002475477,0.0003261714,0.000002581322,0.009943703,0.005725516,0.00001977224,0.0007769209],"study_design_scores_gemma":[0.0009823967,0.000470139,0.995984,0.00001829095,0.0000789562,0.0001940255,0.00005005217,0.000004658638,0.0008047664,0.001037131,0.000310752,0.00006489701],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962558,0.001135596,0.0001884942,0.0009848124,0.0003197012,0.0004198843,0.00001754516,0.00001137766,0.0006668189],"genre_scores_gemma":[0.9992911,0.00007316408,0.0001955027,0.000057899,0.00005515598,0.00006289087,0.000006835683,0.000006074132,0.0002514225],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01454039,"threshold_uncertainty_score":0.3369293,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01362252890555535,"score_gpt":0.2780118621585229,"score_spread":0.2643893332529675,"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."}}