{"id":"W4414155891","doi":"10.71000/m75pqv38","title":"EVALUATING THE EFFICACY OF HORMONAL VERSUS NON-HORMONAL THERAPY IN MANAGING MENOPAUSAL SYMPTOMS AMONG MIDDLE AGED WOMEN","year":2025,"lang":"en","type":"article","venue":"Insights-Journal of Life and Social Sciences","topic":"Menopause: Health Impacts and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alpha Technologies (Canada)","funders":"","keywords":"Vasomotor; Adverse effect; Randomized controlled trial; Quality of life (healthcare); Hormone therapy; Meta-analysis; Menopause; Systematic review; Cochrane Library","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":[0.01399504,0.001130537,0.008488754,0.003359355,0.0005008271,0.002472653,0.001237963,0.002131463,0.0029949],"category_scores_gemma":[0.04233576,0.0007160447,0.01072867,0.002841958,0.0008456889,0.001436126,0.0007738103,0.001282556,0.0001679742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002140606,"about_ca_system_score_gemma":0.004925078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00372869,"about_ca_topic_score_gemma":0.009168679,"domain_scores_codex":[0.9899105,0.005026333,0.003207149,0.0005991943,0.001093791,0.0001628858],"domain_scores_gemma":[0.9676422,0.02521793,0.005201745,0.0003140283,0.001331991,0.0002920596],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.004666651,0.000126919,0.002076911,0.8724341,0.0639912,0.00007890522,0.0001898236,0.0001632989,0.0004243184,0.0002363966,0.0004724112,0.05513909],"study_design_scores_gemma":[0.008812088,0.00506746,0.0139645,0.5085943,0.4518877,0.0003482183,0.0004390744,0.0003205953,0.0008362278,0.000718325,0.008939507,0.00007202549],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.00586304,0.9926427,0.0001381162,0.0002852374,0.0001713769,0.000407655,0.0001392222,0.000005320998,0.0003474255],"genre_scores_gemma":[0.1510005,0.8437985,0.001954738,0.001186418,0.000365311,0.001264961,0.0002382896,0.000008095216,0.0001832359],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01399504,"threshold_uncertainty_score":0.07401371,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1207027834995108,"score_gpt":0.4067317807606995,"score_spread":0.2860289972611887,"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."}}