{"id":"W4385843582","doi":"10.2196/48459","title":"Motivational Enhancement Interventions to Increase Pre-Exposure Prophylaxis Use in Sexual Minority Men Who Use Stimulants: Protocol for a Pilot Sequential Multiple Assignment Randomized Trial","year":2023,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Drug Abuse","keywords":"Randomized controlled trial; Motivational interviewing; Medicine; Psychological intervention; Pre-exposure prophylaxis; Contingency management; Medical prescription; Population; Intervention (counseling); Random assignment; Men who have sex with men; Family medicine; Clinical psychology; Psychiatry; Human immunodeficiency virus (HIV); Nursing; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.02533538,0.00523096,0.007576327,0.002512183,0.004302398,0.003830008,0.004272357,0.006023465,0.07965915],"category_scores_gemma":[0.02287621,0.003264362,0.004793406,0.002660908,0.003071393,0.002725414,0.002641251,0.008872814,0.01078163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005521819,"about_ca_system_score_gemma":0.01937442,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004383269,"about_ca_topic_score_gemma":0.007909461,"domain_scores_codex":[0.986685,0.007376736,0.001464514,0.001205273,0.001443875,0.001824549],"domain_scores_gemma":[0.9905925,0.002450094,0.001632132,0.001212395,0.002445708,0.001667127],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.7465714,0.0776096,0.00148068,0.02855609,0.00271226,0.0006714539,0.001491535,0.006557339,0.003454773,0.008822309,0.0317346,0.09033798],"study_design_scores_gemma":[0.9005163,0.04855175,0.002193897,0.003856355,0.0007898835,0.0000795225,0.0002830203,0.002489035,0.0009767709,0.003680732,0.03644654,0.0001362194],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0008492405,0.00005740171,0.0005743432,0.00006972547,0.00008050855,0.9977518,0.0003189281,0.00003073673,0.0002672093],"genre_scores_gemma":[0.0007987463,0.00005166833,0.001115376,0.00004881798,0.00001478081,0.9977759,0.00004746511,0.000001821247,0.0001454882],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.07965915,"threshold_uncertainty_score":0.2664864,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3452744927371786,"score_gpt":0.5586345769696764,"score_spread":0.2133600842324978,"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."}}