{"id":"W4399380764","doi":"10.1080/00952990.2024.2350696","title":"Quantitative and qualitative outcomes associated with inpatient addiction consultation: a scoping review","year":2024,"lang":"en","type":"review","venue":"The American Journal of Drug and Alcohol Abuse","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; University of Toronto; University Health Network","funders":"","keywords":"Addiction; Intervention (counseling); Addiction treatment; Medicine; Inpatient care; Qualitative research; Acute care; Medical emergency; Nursing; Psychiatry; Health care","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.06086917,0.002265636,0.009114753,0.03924384,0.001587801,0.007508357,0.003313997,0.002912822,0.005080288],"category_scores_gemma":[0.2475662,0.001871448,0.009626344,0.04142344,0.002637025,0.005282747,0.004490464,0.001887549,0.0005132082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009765216,"about_ca_system_score_gemma":0.02752582,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01334288,"about_ca_topic_score_gemma":0.02500036,"domain_scores_codex":[0.9456663,0.01732724,0.02500185,0.002235952,0.008881451,0.0008871507],"domain_scores_gemma":[0.6981096,0.2254981,0.04641687,0.003874853,0.02506035,0.001040188],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001368672,0.00002775163,0.001489815,0.9453016,0.003860379,0.00008873064,0.001057335,0.0001036504,0.00008986043,0.0003601135,0.001686225,0.04579768],"study_design_scores_gemma":[0.00003576975,0.00006421655,0.00258997,0.9740807,0.01432278,0.000129785,0.0007758967,0.00004804523,0.00009641443,0.0002517001,0.007577666,0.00002706573],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00294827,0.988191,0.0009978623,0.0009648227,0.000298346,0.003093591,0.002205455,0.00002867255,0.001271942],"genre_scores_gemma":[0.03316621,0.951279,0.003114659,0.001152485,0.0001814371,0.009160718,0.001556073,0.00003273067,0.0003565938],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.06086917,"threshold_uncertainty_score":0.3219108,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0634415525611556,"score_gpt":0.4321999424501296,"score_spread":0.368758389888974,"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."}}