{"id":"W4416202345","doi":"10.2196/75628","title":"Solution-Focused Brief Intervention for Substance Use: Protocol for a Multisite Randomized Controlled Trial","year":2025,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Randomized controlled trial; Protocol (science); Intervention (counseling); Brief intervention; Intention-to-treat analysis; Motivational interviewing","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":[0.02979175,0.007661381,0.01453712,0.003498978,0.005033414,0.005059242,0.004438761,0.007489366,0.1097691],"category_scores_gemma":[0.0273461,0.003779702,0.006898129,0.004360726,0.003929143,0.004153973,0.002923127,0.01096174,0.01498916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007094816,"about_ca_system_score_gemma":0.01947307,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005092633,"about_ca_topic_score_gemma":0.009238807,"domain_scores_codex":[0.9818509,0.009724806,0.00206804,0.001941342,0.002333268,0.002081532],"domain_scores_gemma":[0.987491,0.003047933,0.002574825,0.001632517,0.003406148,0.001847579],"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":[0.8480727,0.02280045,0.0008172328,0.04151425,0.004104636,0.0002841355,0.0006018761,0.00272342,0.00192275,0.005146769,0.02831335,0.04369829],"study_design_scores_gemma":[0.954294,0.01469919,0.001170553,0.003675601,0.00101644,0.00003520118,0.0001381031,0.001361998,0.0004763751,0.00224093,0.02080194,0.00008949334],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0006366897,0.0001397696,0.0005780444,0.00008674803,0.0001676831,0.9975026,0.0005240492,0.00005912312,0.0003052433],"genre_scores_gemma":[0.0006697793,0.00006840498,0.0008180085,0.00006189973,0.00002057375,0.998107,0.0000595243,0.000002578865,0.0001922788],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1097691,"threshold_uncertainty_score":0.3672143,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2211701355555338,"score_gpt":0.5536428419792789,"score_spread":0.3324727064237452,"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."}}