{"id":"W4366202262","doi":"10.53350/pjmhs2023172589","title":"Impaired Glucose Tolerance in Patients with Polycystic Ovarian Syndrome","year":2023,"lang":"en","type":"article","venue":"","topic":"Ovarian function and disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Abbott (Canada)","funders":"","keywords":"Polycystic ovary; Hyperandrogenism; Medicine; Anovulation; Body mass index; Impaired glucose tolerance; Internal medicine; Gynecology; Diabetes mellitus; Endocrinology; Insulin resistance; Gastroenterology; Obstetrics","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":[0.0003207707,0.0002718725,0.000465442,0.0007735777,0.0004843975,0.0004717865,0.000221508,0.0004114288,0.002416253],"category_scores_gemma":[0.001779953,0.0001868937,0.0002146095,0.001158065,0.0002596383,0.0003299186,0.00026642,0.0006039016,0.0001996516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001523521,"about_ca_system_score_gemma":0.0002090658,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008956993,"about_ca_topic_score_gemma":0.0009270144,"domain_scores_codex":[0.9996785,0.00007407132,0.00004463195,0.00005958681,0.00008508142,0.00005812561],"domain_scores_gemma":[0.99918,0.0002343349,0.0003416189,0.00003044146,0.00006621916,0.0001473298],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004991943,0.00002582469,0.9982828,0.00001056963,0.00000975435,0.0006394351,0.00003625664,0.00001153278,0.00007033313,0.000007107527,0.00005758902,0.0007989559],"study_design_scores_gemma":[0.00001088352,0.0001749261,0.9923862,0.00002006686,0.00002145481,0.006774362,0.0002181313,0.00009182316,0.00004402548,0.00003136195,0.0002229328,0.000003763906],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980305,0.0008484953,0.00004610237,0.0001045586,0.00001865792,0.00001193574,0.0001264455,0.000003847373,0.0008095348],"genre_scores_gemma":[0.9994831,0.0002182599,0.00004465243,0.00004058151,0.00002082459,0.000008052741,0.0001161524,5.892272e-7,0.00006762568],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002416253,"threshold_uncertainty_score":0.008083165,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00875440737419285,"score_gpt":0.2195792954380189,"score_spread":0.2108248880638261,"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."}}