{"id":"W4282834829","doi":"10.1093/cdn/nzac066.010","title":"Challenges in Health Care, Diet and Nutrition in Polycystic Ovarian Syndrome","year":2022,"lang":"en","type":"article","venue":"Current Developments in Nutrition","topic":"Ovarian function and disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Prediabetes; Overweight; Referral; Obesity; Polycystic ovary; Health care; Type 2 diabetes; Family medicine; Disease; Metabolic syndrome; Diabetes mellitus; Gerontology; Internal medicine; Insulin resistance; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001535677,0.00008472196,0.0002216806,0.0003428784,0.002724069,0.00160644,0.0005203714,0.000650068,0.001423469],"category_scores_gemma":[0.004451107,0.0001506462,0.0002205172,0.000920511,0.001412183,0.000826347,0.001998609,0.001263863,0.00008040282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004471176,"about_ca_system_score_gemma":0.009695887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.230445,"about_ca_topic_score_gemma":0.383093,"domain_scores_codex":[0.9981464,0.0006557853,0.0001075154,0.00009188516,0.0004909915,0.0005074124],"domain_scores_gemma":[0.997848,0.0004584854,0.0003786137,0.00003150576,0.0002395944,0.00104384],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00008387441,0.0002366372,0.8399009,0.0002789824,0.00005291936,0.003021289,0.05868024,0.0001943664,0.0005377356,0.001318293,0.01166892,0.08402579],"study_design_scores_gemma":[0.00001608195,0.0001434185,0.795014,0.0003478938,0.00001858076,0.001408145,0.1868805,0.0002518766,0.00007134143,0.0007810129,0.01503792,0.00002909559],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.9661868,0.002857917,0.00009924988,0.02532095,0.000107148,0.00002555498,0.0001276379,0.000006675091,0.005268087],"genre_scores_gemma":[0.995389,0.001504997,0.0002717047,0.002107309,0.00003315206,0.00001546205,0.00007327633,0.0000026516,0.000602559],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.230445,"threshold_uncertainty_score":0.4582072,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04699053892767926,"score_gpt":0.3078951597581313,"score_spread":0.260904620830452,"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."}}