{"id":"W4392548052","doi":"10.32920/25360306.v1","title":"Preferences regarding emerging HIV prevention technologies among Toronto men who have sex with men: a discrete choice experiment","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Economic and Environmental Valuation","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; Hassle Free Clinic; University of Toronto; Toronto Metropolitan University; BC Centre for Disease Control; Public Health Ontario","funders":"Canadian Institutes of Health Research; University of Toronto","keywords":"Men who have sex with men; Human immunodeficiency virus (HIV); Psychology; Demography; Gerontology; Medicine; Sociology; Family medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.003010953,0.0006074228,0.0005476358,0.0002301391,0.0008846789,0.001157509,0.0005544461,0.000827188,0.00620476],"category_scores_gemma":[0.00452381,0.0004297495,0.0007073972,0.000224377,0.001080793,0.0003636544,0.0004638139,0.0009033121,0.0003621738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002122924,"about_ca_system_score_gemma":0.001672675,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04868983,"about_ca_topic_score_gemma":0.07923403,"domain_scores_codex":[0.9984981,0.000841363,0.00007173217,0.0001488203,0.0002154788,0.0002245746],"domain_scores_gemma":[0.994831,0.003201224,0.0008452599,0.0003490195,0.0001468349,0.000626732],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.13457,0.1106524,0.5539683,0.000682361,0.00100421,0.001604372,0.03268566,0.0156934,0.07263254,0.00398758,0.002446234,0.07007296],"study_design_scores_gemma":[0.01053384,0.1179114,0.793369,0.0001196345,0.0004972089,0.0002008178,0.009567428,0.05235149,0.009315677,0.001971368,0.003900504,0.0002615925],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994997,0.000005782086,0.0000687783,0.00001701973,0.000001746652,0.0001250483,0.00004481755,0.000001150413,0.0002359647],"genre_scores_gemma":[0.9960803,0.00003427835,0.001179004,0.00006262548,0.000008708897,0.0005335119,0.0001689763,0.000001233278,0.001931306],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9513102,"threshold_uncertainty_score":0.09681284,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05526774795454652,"score_gpt":0.2538000982041503,"score_spread":0.1985323502496038,"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."}}