{"id":"W4386195676","doi":"10.1111/acer.15175","title":"Digital interventions for reducing alcohol use in general populations: An updated systematic review and meta‐analysis","year":2023,"lang":"en","type":"review","venue":"Alcohol Clinical and Experimental Research","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto; Centre for Addiction and Mental Health","funders":"Canadian Institutes of Health Research","keywords":"Psychological intervention; Medicine; Systematic review; Meta-analysis; Randomized controlled trial; Alcohol Use Disorders Identification Test; Confidence interval; Population; Audit; MEDLINE; Poison control; Injury prevention; Environmental health; Surgery; Psychiatry; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002602829,0.0004188998,0.006182367,0.0008326929,0.0001722914,0.0002288383,0.0001857114,0.0002716682,0.0001158458],"category_scores_gemma":[0.001097231,0.0002710117,0.00270009,0.001397847,0.0002572771,0.0004055469,0.0002072593,0.0005216032,0.00003581327],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001038422,"about_ca_system_score_gemma":0.0000887527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008586591,"about_ca_topic_score_gemma":0.0001233002,"domain_scores_codex":[0.9951234,0.000778836,0.002236406,0.0009243444,0.0004574641,0.000479514],"domain_scores_gemma":[0.9970597,0.001472947,0.0002779884,0.0006780591,0.0001435045,0.0003678185],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0001692516,0.002352454,0.003132707,0.7726642,0.2114801,0.0002235466,0.0002762086,5.790662e-7,9.312986e-7,0.000479572,0.001234923,0.00798545],"study_design_scores_gemma":[0.002903365,0.001056122,0.0002335675,0.1517619,0.840221,0.00006456903,0.0006465113,0.0001016942,0.000003364951,0.00009713516,0.002164858,0.0007458819],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00186223,0.991392,0.000002269175,0.00009854315,0.00004573405,0.006407941,0.0001066032,0.00005367659,0.000031031],"genre_scores_gemma":[0.001787762,0.986887,0.0003498452,0.00009049774,0.00006622633,0.002808129,0.002322081,0.00007170193,0.005616702],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6287409,"threshold_uncertainty_score":0.9999742,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7807271298142394,"score_gpt":0.6396940845014488,"score_spread":0.1410330453127906,"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."}}