{"id":"W2968853559","doi":"10.1097/adm.0000000000000559","title":"Alcohol Medical Intervention Clinic: A Rapid Access Addiction Medicine Model Reduces Emergency Department Visits","year":2019,"lang":"en","type":"article","venue":"Journal of Addiction Medicine","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Ottawa Mental Health Centre; Ottawa Hospital","funders":"","keywords":"Medicine; Emergency department; Intervention (counseling); Brief intervention; Anxiety; Depression (economics); Addiction; Alcohol abuse; Alcohol; Emergency medicine; Family medicine; Medical emergency; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009296634,0.0002762574,0.0002148593,0.0005715856,0.0004415521,0.0009039135,0.001094613,0.0005088904,0.008334083],"category_scores_gemma":[0.00333234,0.0001554665,0.0003952071,0.0003422718,0.0003249494,0.0005346671,0.00109504,0.0006020298,0.0008209829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001713148,"about_ca_system_score_gemma":0.003603986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01424078,"about_ca_topic_score_gemma":0.03711374,"domain_scores_codex":[0.9986192,0.0005007848,0.00006459731,0.0001453136,0.0004591383,0.0002109551],"domain_scores_gemma":[0.9983115,0.0001852291,0.0003558698,0.00008616271,0.0002615939,0.0007997309],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002346457,0.01850498,0.3164163,0.001087307,0.0002588215,0.0005174875,0.0008770522,0.001873483,0.006453399,0.001294005,0.05189931,0.5984715],"study_design_scores_gemma":[0.002542794,0.01486313,0.9304936,0.0004787893,0.0003345439,0.001732227,0.0008707418,0.00832752,0.002800294,0.0003669449,0.03710962,0.00007977945],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9623643,0.001553752,0.002602154,0.007350709,0.0002333224,0.001802583,0.00095909,0.0008629115,0.02227126],"genre_scores_gemma":[0.9818318,0.0007011296,0.00972196,0.002135995,0.0002641235,0.0005203745,0.0006722952,0.00002934574,0.004122815],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01424078,"threshold_uncertainty_score":0.02831578,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05789480312406928,"score_gpt":0.3937027491412226,"score_spread":0.3358079460171533,"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."}}