{"id":"W4385422828","doi":"10.1503/cmaj.148952-l","title":"Don’t ignore perimenopause","year":2023,"lang":"en","type":"letter","venue":"Canadian Medical Association Journal","topic":"Menopause: Health Impacts and Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's Health Research Institute; University of British Columbia","funders":"","keywords":"Vasomotor; Menopause; Randomized controlled trial; Medicine; Hormone therapy; Gynecology; Intensive care medicine; Internal medicine; Breast cancer","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.006104783,0.000840637,0.001617336,0.0008918726,0.005336248,0.003641617,0.002367509,0.0494427,0.01014401],"category_scores_gemma":[0.03910527,0.0006342829,0.001667998,0.0009164416,0.004758153,0.008008365,0.002257107,0.06032187,0.01204757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004309521,"about_ca_system_score_gemma":0.007599487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01081668,"about_ca_topic_score_gemma":0.02066894,"domain_scores_codex":[0.9956149,0.0009651149,0.0005165311,0.0005839717,0.001882068,0.0004374539],"domain_scores_gemma":[0.982043,0.007810409,0.001324644,0.0006216986,0.004664193,0.003536062],"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":[0.00004922545,0.00004135781,0.0004939825,0.0001216641,0.00002299945,0.0009738792,0.0001799684,0.00002705576,0.000147933,0.002065185,0.9828614,0.01301531],"study_design_scores_gemma":[0.0001545304,0.0001111709,0.001261318,0.0007206927,0.00004492651,0.003156923,0.0008053717,0.0001464543,0.0001897296,0.01142525,0.9819015,0.00008218086],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001205326,0.001286386,0.00004973143,0.9845098,0.01286658,0.000005414291,0.00002237076,0.00001543668,0.001123672],"genre_scores_gemma":[0.0009943813,0.0007516846,0.0001140067,0.9809326,0.01543722,0.00001133882,0.00001079901,0.000009849628,0.001738114],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0494427,"threshold_uncertainty_score":0.03393513,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02582585839151546,"score_gpt":0.3016560331881987,"score_spread":0.2758301747966833,"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."}}