{"id":"W3083923772","doi":"10.1080/13697137.2020.1804547","title":"Premature ovarian insufficiency: an International Menopause Society White Paper","year":2020,"lang":"en","type":"review","venue":"Climacteric","topic":"Reproductive Biology and Fertility","field":"Medicine","cited_by":277,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Medicine; Quality of life (healthcare); Menopause; Premature ovarian insufficiency; Premature Menopause; Fertility; Gerontology; Intensive care medicine; Gynecology; Environmental health; Nursing; Population","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002981778,0.0004064704,0.001354608,0.00005357778,0.00008308557,0.00003354697,0.0003775819,0.0005633952,0.0008800057],"category_scores_gemma":[0.0001547595,0.0002836511,0.000490697,0.0003152067,0.0001666609,0.0001995341,0.0001658389,0.0009151165,0.000175667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001795541,"about_ca_system_score_gemma":0.0003479129,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001591929,"about_ca_topic_score_gemma":4.370473e-7,"domain_scores_codex":[0.9978486,0.0001785948,0.0005281738,0.0009770903,0.0001962154,0.0002713151],"domain_scores_gemma":[0.9985704,0.00003378384,0.0002743702,0.0008024906,0.0001223203,0.0001966414],"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":[0.0005030256,0.00116604,0.0006221098,0.009458609,0.001022438,0.00009117996,0.0009775603,3.279034e-8,0.0002197653,0.000065545,0.002495285,0.9833784],"study_design_scores_gemma":[0.0002242495,0.0003743558,0.01638426,0.001056314,0.0007007434,0.0001992183,0.00002114144,0.000004449387,8.206467e-7,0.00001186953,0.9807819,0.0002407503],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002450916,0.9920157,0.00002287287,0.0006836294,0.00117637,0.0009244181,0.0001376156,0.0001541787,0.004640131],"genre_scores_gemma":[0.000321013,0.9946667,0.0007110467,0.0008527088,0.001384486,0.00007441,0.001275519,0.00004890267,0.000665191],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9831377,"threshold_uncertainty_score":0.9999616,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04636931232620727,"score_gpt":0.3475865380253167,"score_spread":0.3012172256991094,"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."}}