{"id":"W4402359426","doi":"10.1037/adb0001025","title":"Designing and piloting a sequential multiple assignment randomized trial for opioid prevention among youth in the legal system.","year":2024,"lang":"en","type":"article","venue":"Psychology of Addictive Behaviors","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children’s Health Research Institute","funders":"National Institute on Drug Abuse; National Institutes of Health","keywords":"Psychology; Randomized controlled trial; Applied psychology; Clinical psychology; Psychiatry; Psychotherapist; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02034772,0.001770899,0.002089651,0.001056651,0.001128632,0.001204796,0.00138908,0.00300387,0.008564422],"category_scores_gemma":[0.0241258,0.001212434,0.001686581,0.0005534308,0.001499654,0.00178434,0.001231657,0.002876509,0.0008905724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001156177,"about_ca_system_score_gemma":0.00368255,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001028921,"about_ca_topic_score_gemma":0.00156984,"domain_scores_codex":[0.9862695,0.01075914,0.0007639611,0.0008377574,0.0007102047,0.0006592855],"domain_scores_gemma":[0.9903231,0.00524568,0.001948271,0.000770306,0.0007469787,0.0009657031],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.8427341,0.08399632,0.002651454,0.002110068,0.001209795,0.0001100489,0.0004224276,0.002128056,0.002379246,0.001293098,0.00164879,0.05931668],"study_design_scores_gemma":[0.8125293,0.1819351,0.001213378,0.00007589851,0.0002074842,0.00001739965,0.00004091626,0.002214292,0.0004495343,0.0005782617,0.0007260062,0.00001250304],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"empirical","genre_scores_codex":[0.4687831,0.0007412866,0.01310977,0.001312109,0.001527972,0.510629,0.0008380158,0.0005418441,0.002516868],"genre_scores_gemma":[0.3803505,0.0003211113,0.03982032,0.0007836125,0.0003823896,0.576748,0.000207809,0.00002049355,0.001365925],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02034772,"threshold_uncertainty_score":0.1076103,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05289875180462297,"score_gpt":0.3613715060249301,"score_spread":0.3084727542203072,"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."}}