{"id":"W4408976377","doi":"10.2196/70750","title":"Intervention for Justice-Involved Homeless Veterans With Co-Occurring Substance Use and Mental Health Disorders: Protocol for a Randomized Controlled Hybrid Effectiveness-Implementation Trial","year":2025,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"U.S. Department of Veterans Affairs","keywords":"Preprint; Mental health; Randomized controlled trial; Intervention (counseling); Protocol (science); Substance use; Psychiatry; Psychology; Economic Justice; Mental illness; Medicine; Clinical psychology; Alternative medicine; Computer science; World Wide Web","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":[0.03445433,0.007599513,0.01119268,0.003372672,0.004803024,0.004844851,0.004923085,0.007610485,0.08335804],"category_scores_gemma":[0.02995557,0.004034253,0.006775862,0.003637143,0.004062674,0.004107486,0.00316077,0.01043684,0.01237254],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007233212,"about_ca_system_score_gemma":0.0218324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005327342,"about_ca_topic_score_gemma":0.007934942,"domain_scores_codex":[0.9773356,0.01272245,0.002487045,0.002177859,0.00259774,0.002679235],"domain_scores_gemma":[0.9875448,0.003187908,0.002349889,0.001947111,0.003200868,0.001769446],"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":[0.8551433,0.03881066,0.001177616,0.02015948,0.003441394,0.0003541718,0.0008043917,0.003921801,0.001835221,0.00638659,0.0208439,0.04712141],"study_design_scores_gemma":[0.947311,0.02263987,0.001359863,0.002394741,0.0009490547,0.00003914281,0.0001881579,0.001657485,0.0006338089,0.003032556,0.01970326,0.00009108079],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0008377986,0.00006908946,0.0006339222,0.00006456695,0.00009353252,0.9975333,0.0004523174,0.00004145717,0.0002739732],"genre_scores_gemma":[0.0006088054,0.00003539332,0.0008305494,0.00003634215,0.00001050522,0.9983057,0.00004605961,0.000001779422,0.000124947],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.08335804,"threshold_uncertainty_score":0.2788604,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2365156211037064,"score_gpt":0.6417310230132955,"score_spread":0.4052154019095892,"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."}}