{"id":"W2115249869","doi":"10.1186/1472-6874-4-s1-s23","title":"Perimenopausal and Postmenopausal Health","year":2004,"lang":"en","type":"article","venue":"BMC Women s Health","topic":"Menopause: Health Impacts and Treatments","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Canada Research Chairs; University Health Network","funders":"Canadian Institutes of Health Research; U.S. Public Health Service","keywords":"Medicine; Menopause; Osteoporosis; Hormone therapy; Epidemiology; Disease; Stroke (engine); Asymptomatic; Hormone replacement therapy (female-to-male); Breast cancer; Gynecology; Estrogen; Physical therapy; Gerontology; Intensive care medicine; Internal medicine; Cancer","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.001333785,0.0002775394,0.0004889197,0.0009455466,0.001248546,0.002072641,0.0005234363,0.002245921,0.05075738],"category_scores_gemma":[0.004082112,0.0001500688,0.0003978653,0.001347396,0.0009920307,0.001317399,0.001614093,0.001691981,0.007083388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008616295,"about_ca_system_score_gemma":0.004320507,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005559921,"about_ca_topic_score_gemma":0.00904445,"domain_scores_codex":[0.999139,0.0001987036,0.00008682456,0.00009389173,0.0003172795,0.0001643054],"domain_scores_gemma":[0.9983308,0.0003382298,0.0002092965,0.0001022275,0.0004433533,0.0005761032],"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":[0.000108673,0.00008677689,0.009037179,0.001415847,0.00003626276,0.0004378727,0.0009697072,0.00002659845,0.0004169706,0.01271076,0.5871295,0.3876237],"study_design_scores_gemma":[0.00002549694,0.00007174573,0.02070783,0.001107943,0.00003382087,0.0009883324,0.000514826,0.00001376987,0.00005998405,0.00294263,0.9735252,0.000008394003],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.00886343,0.3837532,0.0004239436,0.3911869,0.03829315,0.0001797329,0.002838978,0.0001887658,0.1742719],"genre_scores_gemma":[0.1644834,0.4485894,0.001487192,0.1228376,0.05432766,0.0003513979,0.003156488,0.00008329796,0.2046836],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.05075738,"threshold_uncertainty_score":0.1698003,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04129483135391042,"score_gpt":0.3555107000073774,"score_spread":0.314215868653467,"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."}}