{"id":"W2809483526","doi":"10.1016/j.mcna.2018.03.001","title":"Inpatient Addiction Consult Service","year":2018,"lang":"en","type":"review","venue":"Medical Clinics of North America","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":124,"is_retracted":false,"has_abstract":false,"ca_institutions":"British Columbia Centre on Substance Use; University of British Columbia; St. Paul's Hospital","funders":"National Institute on Drug Abuse","keywords":"Medicine; Addiction; Motivational interviewing; Intervention (counseling); Addiction medicine; Psychiatry; Substance use; Inpatient care; Substance abuse; Addiction treatment; Medical emergency; 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":[0.0002747691,0.0003961628,0.0005463098,0.001594764,0.0007383099,0.0007342422,0.0005182343,0.0006737082,0.04467862],"category_scores_gemma":[0.002108594,0.0001469219,0.0005725638,0.00172036,0.0001746147,0.0005718079,0.001049185,0.0008071213,0.003100388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009375276,"about_ca_system_score_gemma":0.003997435,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007071194,"about_ca_topic_score_gemma":0.03164355,"domain_scores_codex":[0.999661,0.00009623991,0.0000425114,0.00004436027,0.00009165786,0.000064263],"domain_scores_gemma":[0.9991475,0.0002034838,0.0002388041,0.00002349806,0.0001362832,0.0002504372],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001613837,0.0004839838,0.01042833,0.01101128,0.0001650935,0.0009177491,0.0001566908,0.00008466775,0.000392013,0.001537304,0.2514777,0.7231838],"study_design_scores_gemma":[0.0002411615,0.0003012412,0.08127523,0.02180929,0.0005578115,0.005888335,0.0008078876,0.0002022957,0.0002574484,0.0009059279,0.8877202,0.00003312937],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01526192,0.8539842,0.0004220641,0.007798951,0.003256789,0.0002803571,0.001939196,0.0001754904,0.116881],"genre_scores_gemma":[0.128292,0.8031009,0.001789392,0.01608689,0.003523452,0.0003395678,0.003563565,0.00004007957,0.04326412],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.04467862,"threshold_uncertainty_score":0.1494649,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0438416476057058,"score_gpt":0.377411332551071,"score_spread":0.3335696849453652,"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."}}