{"id":"W4391536098","doi":"10.2196/56683","title":"Integration of an Electronic Screening, Brief Intervention, and Referral to Treatment Program Into an HIV Testing Program to Reduce Substance Use and HIV Risk Behavior Among Men Who Have Sex With Men: Protocol for Intervention Development and a Pilot Randomized Controlled Trial","year":2024,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Drug Abuse","keywords":"Psychological intervention; Medicine; Referral; Men who have sex with men; Brief intervention; Intervention (counseling); Family medicine; Focus group; Human immunodeficiency virus (HIV); Psychiatry","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":[0.01602637,0.004184447,0.007385273,0.002881389,0.003220217,0.002863315,0.002903159,0.005031416,0.04099075],"category_scores_gemma":[0.01495996,0.002444185,0.004050591,0.002630579,0.002767958,0.002645957,0.002409171,0.004882821,0.005099453],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003698731,"about_ca_system_score_gemma":0.01320493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004065015,"about_ca_topic_score_gemma":0.005207323,"domain_scores_codex":[0.9899518,0.0052783,0.001260493,0.0009131014,0.001332467,0.001263859],"domain_scores_gemma":[0.9939753,0.001367512,0.001100129,0.0008258163,0.001585232,0.00114612],"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":[0.7522002,0.1240605,0.002184164,0.0214726,0.002572105,0.0002676458,0.0008231735,0.002308997,0.002582132,0.002069451,0.009300708,0.08015838],"study_design_scores_gemma":[0.9278018,0.05614607,0.002516643,0.001533455,0.000815653,0.00003318258,0.0002192125,0.0009849468,0.0009302762,0.0008667544,0.008073953,0.00007787781],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.005018068,0.0001117662,0.0008203514,0.0000651892,0.000109269,0.9928877,0.0005399304,0.00006543437,0.0003822795],"genre_scores_gemma":[0.003379062,0.00009787497,0.00193846,0.00005749362,0.00001943316,0.9941905,0.00007697416,0.000003017059,0.0002371579],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.04099075,"threshold_uncertainty_score":0.1371277,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1652601544099871,"score_gpt":0.5269414287783929,"score_spread":0.3616812743684058,"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."}}