{"id":"W2802633101","doi":"10.2196/mhealth.9642","title":"Effectiveness of a Text Messaging–Based Intervention Targeting Alcohol Consumption Among University Students: Randomized Controlled Trial","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychological intervention; Intervention (counseling); Randomized controlled trial; mHealth; Text messaging; Mobile phone; Phone; Heavy drinking; Binge drinking; Alcohol consumption; Short Message Service; Psychology; Consumption (sociology); Text message; Brief intervention; Environmental health; Suicide prevention; Medicine; Poison control; Internet privacy; Alcohol; Psychiatry; Computer science","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":[0.003914738,0.002111065,0.004949084,0.001370942,0.001138249,0.001467985,0.001824046,0.004958971,0.01141343],"category_scores_gemma":[0.008525189,0.001229032,0.003512179,0.0008495917,0.001711272,0.001842673,0.001003053,0.003197012,0.000878753],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001484411,"about_ca_system_score_gemma":0.002809257,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002179032,"about_ca_topic_score_gemma":0.002846449,"domain_scores_codex":[0.996025,0.002146979,0.0004892815,0.0006407263,0.000342449,0.0003555912],"domain_scores_gemma":[0.99669,0.001410344,0.0007632145,0.0001850156,0.0002698536,0.0006815232],"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":[0.9602083,0.01708909,0.0003897081,0.003204186,0.001713853,0.00003809425,0.0000781346,0.000197671,0.0006152025,0.00008230109,0.0004944762,0.01588887],"study_design_scores_gemma":[0.9587887,0.03912418,0.0005805405,0.0001626873,0.0007384853,0.000007230551,0.00001925683,0.0002091983,0.0001306833,0.0000617087,0.0001681988,0.000009297555],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9369494,0.01082117,0.001801226,0.001989084,0.003315603,0.04083243,0.001198158,0.0003992942,0.002693588],"genre_scores_gemma":[0.9204375,0.00519151,0.005725605,0.001965116,0.001954487,0.06101646,0.0006632786,0.0000343414,0.003011683],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01141343,"threshold_uncertainty_score":0.03818172,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03302444822614765,"score_gpt":0.3807031853416206,"score_spread":0.3476787371154729,"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."}}