{"id":"W3111432544","doi":"10.1210/jendso/bvaa155","title":"Efficacy of Treatments for Polycystic Ovarian Syndrome Management in Adolescents","year":2020,"lang":"en","type":"review","venue":"Journal of the Endocrine Society","topic":"Ovarian function and disorders","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Impact","funders":"","keywords":"Medicine; Metformin; Polycystic ovary; hirsutism; Spironolactone; Flutamide; Placebo; Randomized controlled trial; Psychological intervention; Internal medicine; Cochrane Library; Gynecology; Prostate cancer; Obesity; Cancer; Psychiatry; Insulin resistance; Alternative medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001638345,0.0002678717,0.001479727,0.0001021462,0.00003683467,0.000009461177,0.0002670832,0.00007995119,0.00002771053],"category_scores_gemma":[0.00008265101,0.0001594003,0.002444789,0.0004189115,0.00004100312,0.00003348162,0.0000891092,0.0004338018,0.000005989137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002838743,"about_ca_system_score_gemma":0.0002397219,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003873724,"about_ca_topic_score_gemma":2.868917e-7,"domain_scores_codex":[0.9982266,0.00007557205,0.0009536182,0.0001715324,0.0003547028,0.000218007],"domain_scores_gemma":[0.9986034,0.00006081904,0.0008880568,0.000273464,0.00005324913,0.0001209811],"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":[0.001105066,0.002390757,0.0004372652,0.04575957,0.01016657,0.0003796908,0.0002488231,0.00001009138,0.000001587612,0.000116564,0.0224054,0.9169786],"study_design_scores_gemma":[0.01143589,0.0004552839,0.002084654,0.02203784,0.00811829,0.001305052,0.0001547372,0.00001295622,8.013347e-7,0.0000435311,0.954201,0.0001499612],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006123776,0.9950567,0.0001940964,0.000817013,0.001050891,0.002163174,0.00002304496,0.00001025357,0.0006235673],"genre_scores_gemma":[0.001289634,0.9960154,0.00120183,0.0003029071,0.0001750041,0.00001971035,0.00000887565,0.00004829755,0.0009383172],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9317956,"threshold_uncertainty_score":0.6500154,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03413334995955797,"score_gpt":0.3343593056906709,"score_spread":0.3002259557311129,"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."}}