{"id":"W3023951907","doi":"10.2196/16688","title":"Social Media Interventions for Risky Drinking Among Adolescents and Emerging Adults: Protocol for a Randomized Controlled Trial","year":2020,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Centers for Disease Control and Prevention; National Institute on Alcohol Abuse and Alcoholism; University of Michigan; U.S. Department of Health and Human Services","keywords":"Randomized controlled trial; Psychological intervention; Alcohol Use Disorders Identification Test; Social media; Medicine; Binge drinking; Intervention (counseling); Poison control; Psychology; Suicide prevention; Family medicine; Injury prevention; Psychiatry; Environmental health","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":[0.04519045,0.007831208,0.01590782,0.004166106,0.005804139,0.006410154,0.004592316,0.01039929,0.1184586],"category_scores_gemma":[0.04009167,0.004759752,0.007573602,0.005235647,0.004843529,0.00525957,0.002953944,0.01337352,0.01887814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00838918,"about_ca_system_score_gemma":0.02211225,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004071828,"about_ca_topic_score_gemma":0.008894339,"domain_scores_codex":[0.9719741,0.01588057,0.003844331,0.002111231,0.003265039,0.00292477],"domain_scores_gemma":[0.9794738,0.005839169,0.004234297,0.002607507,0.005474046,0.002371267],"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":[0.7699278,0.02738421,0.001188818,0.07119588,0.004026094,0.0005161173,0.001115677,0.00358022,0.003406106,0.00931299,0.04143335,0.06691268],"study_design_scores_gemma":[0.923638,0.01749505,0.001530095,0.008435499,0.001135799,0.00006686846,0.0002529362,0.002340711,0.0009211155,0.003763242,0.04028651,0.0001341921],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0002979921,0.00009388807,0.0004151897,0.00007381034,0.0001426823,0.9983703,0.0003501734,0.0000424215,0.0002134102],"genre_scores_gemma":[0.0003097647,0.00004939516,0.000758027,0.00005500537,0.00002168618,0.998621,0.00003939553,0.000002325615,0.0001433062],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1184586,"threshold_uncertainty_score":0.3962834,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2189178685004406,"score_gpt":0.5416913629060895,"score_spread":0.322773494405649,"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."}}