{"id":"W4406072440","doi":"10.22541/au.173607122.25932006/v1","title":"Women’s treatment preferences for moderate-to-severe vasomotor symptoms associated with menopause: insights from the WARMER study, a discrete choice experiment","year":2025,"lang":"en","type":"preprint","venue":"","topic":"Olfactory and Sensory Function Studies","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Vasomotor; Menopause; Psychology; Medicine; Gerontology; Clinical psychology; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0289706,0.0003448856,0.000812868,0.0002537532,0.0006102276,0.001315591,0.0004572778,0.001113,0.003266049],"category_scores_gemma":[0.03224408,0.0003497399,0.001225266,0.0002887022,0.0009141662,0.0007542259,0.0006211142,0.00116332,0.0002044467],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007836109,"about_ca_system_score_gemma":0.001081478,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008917413,"about_ca_topic_score_gemma":0.00142629,"domain_scores_codex":[0.9808609,0.01761595,0.0003494418,0.0004042119,0.0005148835,0.0002546271],"domain_scores_gemma":[0.9530113,0.04261349,0.002616191,0.0006795471,0.0004865015,0.0005929639],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.1966844,0.1256801,0.161289,0.01340298,0.006390398,0.00137279,0.09634443,0.01638645,0.0596165,0.02143257,0.006968029,0.2944325],"study_design_scores_gemma":[0.05745583,0.4952257,0.2692864,0.002319651,0.004718201,0.0007118947,0.03477285,0.03104754,0.03094803,0.03326869,0.03934903,0.000896197],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937994,0.0002004262,0.002639336,0.0004597529,0.00003127865,0.001248871,0.0001632006,0.0000060913,0.001451654],"genre_scores_gemma":[0.9810859,0.000313793,0.01173238,0.0007081928,0.00004287968,0.004975584,0.0001039343,0.000005542946,0.001031806],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0289706,"threshold_uncertainty_score":0.153213,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1222117148598092,"score_gpt":0.3045200680430587,"score_spread":0.1823083531832495,"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."}}