{"id":"W2327574220","doi":"10.2527/jas.2015-0089","title":"PHYSIOLOGY AND ENDOCRINOLOGY SYMPOSIUM: Insulin action and lipotoxicity in the development of polycystic ovary syndrome: A review1","year":2016,"lang":"en","type":"review","venue":"Journal of Animal Science","topic":"Ovarian function and disorders","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Lipotoxicity; Polycystic ovary; Anovulation; Endocrinology; Internal medicine; Insulin resistance; Hyperandrogenism; Medicine; Type 2 diabetes; Diabetes mellitus; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005088394,0.001060605,0.00140706,0.00303906,0.000329472,0.001146598,0.0008454516,0.001065878,0.00704215],"category_scores_gemma":[0.0008786555,0.0002674203,0.0006277149,0.003107297,0.000385711,0.001573298,0.0007810858,0.002105177,0.003733192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004644662,"about_ca_system_score_gemma":0.001100081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007405371,"about_ca_topic_score_gemma":0.0012263,"domain_scores_codex":[0.9997669,0.00003738165,0.00004759712,0.00003889575,0.000086758,0.0000225205],"domain_scores_gemma":[0.9995549,0.0001417714,0.00006563948,0.00001069414,0.0001688843,0.00005813334],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001500346,0.0001207856,0.0004559495,0.0291515,0.0001792056,0.000453292,0.0001099193,0.0002280373,0.001992638,0.002194728,0.1340841,0.8308799],"study_design_scores_gemma":[0.00001743777,0.0001004874,0.001327102,0.006030168,0.0001620863,0.002845139,0.00007022713,0.00006163066,0.0003077577,0.001176442,0.9878777,0.00002388966],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008918996,0.9971901,0.00009499403,0.0004493588,0.001220443,0.000005893166,0.00002571475,0.00000784135,0.0009164667],"genre_scores_gemma":[0.0005373732,0.9967866,0.0001671339,0.0003796355,0.001140354,0.000006299817,0.00005588053,0.000002693357,0.0009239649],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00704215,"threshold_uncertainty_score":0.02355832,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05757512685642865,"score_gpt":0.3481296151680761,"score_spread":0.2905544883116475,"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."}}