{"id":"W3008012589","doi":"10.1111/cen.14179","title":"A randomized controlled trial of a lifestyle intervention with longitudinal follow‐up on ovarian dysmorphology in women with polycystic ovary syndrome","year":2020,"lang":"en","type":"article","venue":"Clinical Endocrinology","topic":"Ovarian function and disorders","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Canada Foundation for Innovation; Agriculture and Agri-Food Canada; Saskatchewan Health Research Foundation; Saskatchewan Pulse Growers","keywords":"Polycystic ovary; Hyperandrogenism; Free androgen index; Medicine; Randomized controlled trial; Menstrual cycle; Antral follicle; Internal medicine; Ovary; Endocrinology; Follicle; Gynecology; Hormone; Obesity; Insulin resistance","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0008247485,0.0002645376,0.003075212,0.0002493546,0.00002659222,0.000007174898,0.0001271638,0.000200454,0.0007135957],"category_scores_gemma":[0.004002146,0.0001703803,0.0004122911,0.0003277995,0.0006282741,0.00004615787,0.00005140993,0.0006500182,0.00006093349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004348917,"about_ca_system_score_gemma":0.0002484775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000610183,"about_ca_topic_score_gemma":0.00002109997,"domain_scores_codex":[0.9961768,0.001011241,0.001523565,0.0005799619,0.0002331895,0.0004752339],"domain_scores_gemma":[0.9968226,0.002000098,0.000492873,0.0003232461,0.0000883422,0.0002728179],"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":[0.989068,0.001729278,0.004222909,0.00004847247,0.001139364,0.001542949,0.0001125002,0.00001377829,0.000008465926,0.001084355,0.000145301,0.0008846063],"study_design_scores_gemma":[0.9469211,0.03396962,0.01706048,0.0001113001,0.0004731303,0.0005589174,0.0001849221,0.0001694385,0.000003875351,0.0001562718,0.0002399236,0.0001510766],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9848868,0.00007436425,0.001576743,0.007282149,0.0006769786,0.003202837,0.000003294906,0.0000788886,0.002218003],"genre_scores_gemma":[0.9957787,0.00003723734,0.0002028078,0.002764987,0.0001290542,0.0005817184,0.00001317595,0.00002906397,0.0004632144],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04214698,"threshold_uncertainty_score":0.7813373,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03859317415722699,"score_gpt":0.3255001658940458,"score_spread":0.2869069917368189,"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."}}