{"id":"W2606829887","doi":"10.2196/resprot.7070","title":"A Digital Tool to Promote Alcohol and Drug Use Screening, Brief Intervention, and Referral to Treatment Skill Translation: A Mobile App Development and Randomized Controlled Trial Protocol","year":2017,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Brief intervention; Intervention (counseling); Psychological intervention; Medicine; Protocol (science); Referral; Randomized controlled trial; mHealth; Knowledge translation; Alternative medicine; Family medicine; Medical education; Nursing; Computer science; Knowledge management","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":[0.02119531,0.004863495,0.006308721,0.002725042,0.002979471,0.002963973,0.00298316,0.006164666,0.06962018],"category_scores_gemma":[0.02300543,0.00231412,0.004046713,0.002221473,0.002795768,0.002828792,0.00188143,0.006149543,0.008954405],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002844977,"about_ca_system_score_gemma":0.01274156,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002239196,"about_ca_topic_score_gemma":0.004294477,"domain_scores_codex":[0.9868754,0.007288357,0.001629957,0.001343867,0.001413832,0.001448538],"domain_scores_gemma":[0.9923559,0.002786695,0.001214848,0.000836623,0.001712868,0.001093101],"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":[0.7632309,0.05119512,0.001098254,0.03646221,0.002533289,0.0004421255,0.0009250536,0.001932858,0.002612824,0.006051536,0.03148124,0.1020347],"study_design_scores_gemma":[0.9158848,0.04570802,0.00186415,0.003539593,0.001232488,0.00006111496,0.0002090579,0.001899536,0.0008925921,0.002528439,0.02606281,0.0001174842],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001992495,0.0001674121,0.001130656,0.000121436,0.000199883,0.9950352,0.0006412233,0.00008165521,0.0006302113],"genre_scores_gemma":[0.001619835,0.00007692079,0.001689679,0.00007949091,0.00002410407,0.9962289,0.00004435349,0.00000341534,0.0002332492],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.06962018,"threshold_uncertainty_score":0.2329028,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1930062788147237,"score_gpt":0.5063579041683058,"score_spread":0.3133516253535821,"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."}}