{"id":"W3022847162","doi":"10.2196/17557","title":"Feasibility and Acceptability of a Text Message–Based Intervention to Reduce Overuse of Alcohol in Emergency Department Patients: Controlled Proof-of-Concept Trial","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Minority Health and Health Disparities; National Institute of Diabetes and Digestive and Kidney Diseases; Agency for Healthcare Research and Quality","keywords":"Emergency department; Brief intervention; mHealth; Psychological intervention; Intervention (counseling); Medicine; Medical emergency; Referral; Randomized controlled trial; Health care; Family medicine; Psychiatry","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":[0.007617327,0.002536854,0.003608908,0.0006859517,0.0009115653,0.002017017,0.00214063,0.003807674,0.0146803],"category_scores_gemma":[0.01121843,0.001168088,0.003418064,0.0005728659,0.002286907,0.002397828,0.001314855,0.004045981,0.001824502],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001569054,"about_ca_system_score_gemma":0.003026213,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001227489,"about_ca_topic_score_gemma":0.001714558,"domain_scores_codex":[0.9953507,0.002779715,0.0004001886,0.0006288994,0.0003618595,0.0004785291],"domain_scores_gemma":[0.994329,0.002566294,0.001276601,0.0004138954,0.0005013993,0.0009127586],"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":[0.924156,0.05355904,0.0003617873,0.001831251,0.001092035,0.0000402843,0.0001338805,0.0002092799,0.001025751,0.0001072492,0.0005748832,0.01690871],"study_design_scores_gemma":[0.8799351,0.1176107,0.00105115,0.000104169,0.0003845541,0.000008394264,0.00004015732,0.0001905382,0.0001974721,0.0001042365,0.0003612133,0.00001233427],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8922412,0.003491767,0.002419354,0.001427142,0.00178321,0.09297849,0.001789827,0.0002989435,0.003570074],"genre_scores_gemma":[0.878803,0.002489994,0.007720425,0.001601282,0.001461023,0.1044103,0.0007498141,0.00005308253,0.002711155],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0146803,"threshold_uncertainty_score":0.04911047,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08990541787934715,"score_gpt":0.4093137035988877,"score_spread":0.3194082857195406,"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."}}