{"id":"W3022685910","doi":"10.1210/jendso/bvaa046.961","title":"OR31-01 A Randomized Controlled Trial of a Lifestyle Intervention with Longitudinal Follow up on Ovarian Dysmorphology, Hyperandrogenism, and Menstrual Irregularity in Women with Polycystic Ovary Syndrome","year":2020,"lang":"en","type":"article","venue":"Journal of the Endocrine Society","topic":"Ovarian function and disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Polycystic ovary; Hyperandrogenism; Free androgen index; Medicine; Insulin resistance; Randomized controlled trial; Gynecology; Internal medicine; Physiology; Obesity","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":[0.00158485,0.001277327,0.00277711,0.0004914735,0.0007114341,0.0007894318,0.0008792098,0.001932957,0.007571765],"category_scores_gemma":[0.00214589,0.0007205619,0.001928121,0.0005282042,0.0008926432,0.0007814986,0.0006498456,0.002458343,0.0006641849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006102296,"about_ca_system_score_gemma":0.001969203,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002565708,"about_ca_topic_score_gemma":0.003487338,"domain_scores_codex":[0.9989737,0.0005358476,0.00009389841,0.0001994,0.00007250553,0.0001246547],"domain_scores_gemma":[0.9988827,0.0002595311,0.0002612365,0.00009475755,0.000078574,0.0004231582],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9801717,0.01031797,0.0006175974,0.000386112,0.0005007095,0.00001666459,0.0000219699,0.00008764232,0.000814664,0.0000446239,0.0002151766,0.00680527],"study_design_scores_gemma":[0.9180031,0.07774939,0.003139308,0.00003930388,0.000399766,0.00001057601,0.00001738171,0.0002310524,0.0001737126,0.00005467737,0.0001729859,0.000008768943],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908357,0.002010014,0.0002610165,0.0004439638,0.0005229479,0.003958803,0.0006772856,0.00007250089,0.001217799],"genre_scores_gemma":[0.9847195,0.001512057,0.001634828,0.0008625661,0.0004442799,0.008086832,0.000790144,0.00001101592,0.001938677],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007571765,"threshold_uncertainty_score":0.02533007,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01160515726971709,"score_gpt":0.2445957089037628,"score_spread":0.2329905516340458,"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."}}