{"id":"W2791612173","doi":"10.1111/add.14179","title":"Four‐year follow‐up of an internet‐based brief intervention for unhealthy alcohol use in young men","year":2018,"lang":"en","type":"article","venue":"Addiction","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"Chinese Society of Clinical Oncology; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation","keywords":"Medicine; Binge drinking; Cohort; Randomized controlled trial; Population; Brief intervention; Alcohol Use Disorders Identification Test; Intervention (counseling); Cohort study; Physical therapy; Poison control; Injury prevention; Environmental health; Psychiatry; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[],"consensus_categories":[],"category_scores_codex":[0.0002050067,0.000100861,0.0002034301,0.0001847136,0.00002605379,0.00001002505,0.00004229444,0.00007732723,0.0001440943],"category_scores_gemma":[0.00008563419,0.00009052209,0.0001182739,0.0001547029,0.00003943505,0.0002691965,0.000006986816,0.00005730336,0.00001323359],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001467676,"about_ca_system_score_gemma":0.00002848928,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006871685,"about_ca_topic_score_gemma":0.005685761,"domain_scores_codex":[0.9991799,0.00003950495,0.0002890611,0.0001953686,0.000135286,0.0001608827],"domain_scores_gemma":[0.999447,0.00005773097,0.0001191709,0.0001991406,0.0001188892,0.00005810605],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006646424,0.0005081668,0.9587974,0.00005532194,0.0001787493,0.000008124809,0.001940219,0.00000247445,0.00155973,0.0002433973,0.003415241,0.02664475],"study_design_scores_gemma":[0.0388683,0.004566138,0.8950116,0.0006588551,0.0003435604,0.00001166061,0.0007737136,0.008618671,0.04938539,0.0001541783,0.001416281,0.0001916601],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966791,0.00003316483,0.001621781,0.00008859871,0.0004417842,0.0005777865,0.00000706412,0.00005823877,0.0004924486],"genre_scores_gemma":[0.9969256,0.000007877354,0.001142992,0.00009939601,0.0001452747,0.0000618037,0.0001951139,0.00002066203,0.001401263],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06378581,"threshold_uncertainty_score":0.3691384,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05514172454094503,"score_gpt":0.3292276658916374,"score_spread":0.2740859413506924,"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."}}