{"id":"W4411057714","doi":"10.58931/cpct.2025.3140","title":"Menopause Hormone Therapy in 2025","year":2025,"lang":"en","type":"article","venue":"Canadian Primary Care Today","topic":"Menopause: Health Impacts and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Menopause; Hormone therapy; Medicine; Hormone; Hormone replacement therapy (female-to-male); Gynecology; Internal medicine; Breast cancer; Cancer; Testosterone (patch)","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0008042005,0.0004725041,0.0004905935,0.001187468,0.0008529664,0.001562429,0.0006443193,0.001684175,0.1132742],"category_scores_gemma":[0.002395703,0.0001179983,0.0004961487,0.0008900193,0.0003179262,0.0009078009,0.001147413,0.001768615,0.05555098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008769969,"about_ca_system_score_gemma":0.002053937,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002195948,"about_ca_topic_score_gemma":0.005694365,"domain_scores_codex":[0.9993705,0.0001135303,0.00005147939,0.00005747133,0.0003088731,0.00009817939],"domain_scores_gemma":[0.9993895,0.00009653261,0.000058322,0.00003085924,0.0002160654,0.0002085204],"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":[0.0001339264,0.00007239203,0.0005342692,0.0004705462,0.00001281395,0.0002301494,0.00006861363,0.00004121612,0.000272023,0.004977964,0.6221106,0.3710755],"study_design_scores_gemma":[0.0000170265,0.00004323165,0.0004075693,0.0002792194,0.000003722366,0.0002717813,0.00001852149,0.00001325062,0.00003336671,0.0006384278,0.9982708,0.00000308547],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.003200799,0.2198569,0.001261292,0.0377632,0.06335075,0.0003341695,0.005609709,0.0005797127,0.6680435],"genre_scores_gemma":[0.03895865,0.1975854,0.003360872,0.07124271,0.03249281,0.000654377,0.01274009,0.0003153329,0.6426498],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.1132742,"threshold_uncertainty_score":0.37894,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01760151004527311,"score_gpt":0.2892162614558221,"score_spread":0.271614751410549,"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."}}