{"id":"W2892907767","doi":"10.5694/mja2.50053","title":"A new evidence‐based guideline for assessment and management of polycystic ovary syndrome","year":2019,"lang":"en","type":"letter","venue":"The Medical Journal of Australia","topic":"Ovarian function and disorders","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre","funders":"","keywords":"Polycystic ovary; Guideline; Medicine; Gynecology; Internal medicine; Pathology","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":[0.006589476,0.001043013,0.001852411,0.003481635,0.001753726,0.002912236,0.002758335,0.01914291,0.00556393],"category_scores_gemma":[0.03919661,0.0007557314,0.002557317,0.002181761,0.001261028,0.003268345,0.001806033,0.02308634,0.005918911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005663503,"about_ca_system_score_gemma":0.01544631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01885593,"about_ca_topic_score_gemma":0.04515619,"domain_scores_codex":[0.9913746,0.003293852,0.002332775,0.0002663134,0.002264207,0.0004683227],"domain_scores_gemma":[0.9753265,0.009054637,0.001842037,0.0003555794,0.01162162,0.001799595],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000239777,0.00004243172,0.0002608319,0.0004487301,0.00002690968,0.0006983193,0.00006848051,0.0001362997,0.0001053753,0.001237772,0.9664765,0.03047446],"study_design_scores_gemma":[0.000230254,0.00005042298,0.001988103,0.009729494,0.0001580671,0.002546054,0.0001158592,0.0005426247,0.0001295685,0.005022425,0.9794282,0.00005878774],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0004592699,0.01992832,0.002194522,0.9114441,0.04613402,0.0003811689,0.00117973,0.0001278268,0.01815107],"genre_scores_gemma":[0.005848251,0.05167147,0.02350564,0.8254963,0.05963267,0.001437505,0.005490946,0.0001130655,0.02680419],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01914291,"threshold_uncertainty_score":0.04109174,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1215191314676502,"score_gpt":0.3986275223569658,"score_spread":0.2771083908893157,"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."}}