{"id":"W4415926297","doi":"10.2196/72823","title":"Feasibility of a Text Message–Based Alcohol Prevention Intervention for Parents of Rising Middle School Students: Randomized Controlled Trial","year":2025,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Alcohol Abuse and Alcoholism","keywords":"Randomized controlled trial; Intervention (counseling); Digital health; Primary prevention; Brief intervention; MEDLINE","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":[0.004423932,0.001649853,0.003385775,0.001038204,0.001250073,0.001400151,0.001739657,0.004126742,0.01761593],"category_scores_gemma":[0.007933422,0.001122497,0.002962554,0.0008199278,0.001390492,0.001900125,0.00107465,0.003519903,0.00135426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001747372,"about_ca_system_score_gemma":0.003469279,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004213923,"about_ca_topic_score_gemma":0.006532908,"domain_scores_codex":[0.9970294,0.001695835,0.0002939576,0.0004762925,0.0002108144,0.0002936379],"domain_scores_gemma":[0.9966854,0.001453706,0.0006718307,0.000205439,0.0002349151,0.0007487583],"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":[0.9240199,0.0377127,0.0009893706,0.004025442,0.001767391,0.00009970362,0.0002713078,0.0002600348,0.0006030482,0.0001849352,0.001316861,0.02874918],"study_design_scores_gemma":[0.9612748,0.03594702,0.001107097,0.0002390538,0.0005567664,0.000009755528,0.00006597558,0.0002192474,0.0001013897,0.0001023926,0.0003662115,0.00001012165],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.893177,0.007662172,0.002195246,0.002769705,0.003070366,0.08420047,0.002027336,0.0005982791,0.004299442],"genre_scores_gemma":[0.8656645,0.00384494,0.007603639,0.002281822,0.0009850233,0.1157814,0.0006568031,0.00003898448,0.003142933],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01761593,"threshold_uncertainty_score":0.05893123,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.126665850423859,"score_gpt":0.5015737425272325,"score_spread":0.3749078921033736,"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."}}