{"id":"W3138152696","doi":"10.2196/21087","title":"Feasibility and Preliminary Efficacy of a Community-Based Addiction Rehabilitation Electronic System in Substance Use Disorder: Pilot Randomized Controlled Trial","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Rehabilitation; Randomized controlled trial; mHealth; Addiction; Medicine; Community-based rehabilitation; Intervention (counseling); Community health; Public health; Psychological intervention; Physical therapy; Psychiatry; Nursing","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":[0.01042146,0.002623194,0.004603277,0.001057296,0.001325296,0.001688143,0.001771795,0.003223859,0.009411456],"category_scores_gemma":[0.008542283,0.001335863,0.004139474,0.00110883,0.002782325,0.002383499,0.001416523,0.002746073,0.001004498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001897027,"about_ca_system_score_gemma":0.004573133,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002409807,"about_ca_topic_score_gemma":0.004271028,"domain_scores_codex":[0.9927769,0.004493515,0.0007618056,0.000799078,0.0005086122,0.0006601154],"domain_scores_gemma":[0.9934009,0.002197121,0.001520947,0.000629961,0.001032206,0.001218921],"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":[0.9350345,0.04497926,0.001431116,0.002572138,0.002254562,0.00004857653,0.0001761426,0.0002445398,0.0009209784,0.0001299353,0.0004837245,0.0117244],"study_design_scores_gemma":[0.8623403,0.1335333,0.001942325,0.0001077043,0.001087047,0.000008395325,0.00007151901,0.0002796832,0.0001938002,0.0001073087,0.0003131496,0.00001559323],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.848205,0.003697876,0.002391739,0.0008125951,0.001293545,0.1400956,0.001153039,0.0002702047,0.002080456],"genre_scores_gemma":[0.8319123,0.002106913,0.008783175,0.001085097,0.0007171322,0.1522884,0.0007198573,0.0000286229,0.00235858],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01042146,"threshold_uncertainty_score":0.05511457,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04928224081867359,"score_gpt":0.353798530853529,"score_spread":0.3045162900348554,"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."}}