{"id":"W4416332415","doi":"10.58931/cdet.2025.3348","title":"Novel Treatment Options For Menopausal Symptoms","year":2025,"lang":"","type":"article","venue":"Canadian Diabetes & Endocrinology Today","topic":"Menopause: Health Impacts and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Menopause; Medical prescription; Alternative medicine; Health professionals; Quality of life (healthcare); Disease; Subject (documents); Foundation (evidence)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002201517,0.001041065,0.001596712,0.001577644,0.001206571,0.00010528,0.0004095681,0.000572628,0.001204703],"category_scores_gemma":[0.0003780657,0.000974966,0.00009869675,0.0006800243,0.0004962062,0.0001587924,0.00007290968,0.0004412962,0.0003832657],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.005653939,"about_ca_system_score_gemma":0.00817282,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06106843,"about_ca_topic_score_gemma":0.09750877,"domain_scores_codex":[0.9921829,0.0001450823,0.001128299,0.001341211,0.0002028078,0.004999693],"domain_scores_gemma":[0.994397,0.0007266022,0.0002482207,0.00133664,0.0003280533,0.002963434],"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":[0.001296001,0.00666859,0.1412871,0.003465662,0.03212712,0.001234484,0.001667898,0.0001464775,0.0543416,0.1814196,0.08047196,0.4958735],"study_design_scores_gemma":[0.03627622,0.02653345,0.04651945,0.000966733,0.007041568,0.00007603965,0.0001764813,0.0004664265,0.005643498,0.001259031,0.8739171,0.001123994],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7445811,0.09725806,0.000389595,0.07512153,0.01563711,0.01594161,0.01004867,0.0004016021,0.04062074],"genre_scores_gemma":[0.9449973,0.001933613,0.001071875,0.009992798,0.0006677524,0.002201883,0.0008031107,0.0001351011,0.03819662],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7934452,"threshold_uncertainty_score":0.9997084,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02900664242691084,"score_gpt":0.3150499690278313,"score_spread":0.2860433266009205,"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."}}