{"id":"W2811123653","doi":"10.1097/adm.0000000000000431","title":"Predictors of Leaving an Inpatient Medical Withdrawal Service Against Medical Advice: A Retrospective Analysis","year":2018,"lang":"en","type":"article","venue":"Journal of Addiction Medicine","topic":"Healthcare Decision-Making and Restraints","field":"Psychology","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health","funders":"","keywords":"Medicine; Against medical advice; Advice (programming); Family medicine; Service (business); Retrospective cohort study; Medical advice; Medical emergency; Psychiatry; Pediatrics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001084343,0.0001887564,0.0003609076,0.001030431,0.0004751107,0.0005974977,0.0003817038,0.0003659104,0.001046676],"category_scores_gemma":[0.003519977,0.0003013354,0.0004127275,0.001123712,0.0003359493,0.0004385549,0.000504284,0.0005476022,0.0001438494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003991027,"about_ca_system_score_gemma":0.0006106651,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004598903,"about_ca_topic_score_gemma":0.004751462,"domain_scores_codex":[0.9988942,0.000322284,0.0001761977,0.0001741506,0.000260141,0.0001730486],"domain_scores_gemma":[0.9962478,0.000759228,0.002184664,0.0001610132,0.000247542,0.000399746],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002622017,0.00002204984,0.9994196,0.000003733964,0.00001296393,0.00004925753,0.00003035111,0.000008279755,0.00002451907,0.000004650252,0.00002178105,0.0003765264],"study_design_scores_gemma":[0.000004537399,0.0001104126,0.9987317,0.0000115007,0.00002359864,0.0005170166,0.0002992817,0.0001620403,0.00003306726,0.00001004658,0.00009325391,0.000003521094],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994721,0.0001828801,0.00005546963,0.00002188094,0.000002597122,0.000009749341,0.00009509264,0.00000163795,0.0001585979],"genre_scores_gemma":[0.9996328,0.0001067763,0.00005880562,0.00001499507,0.000005949231,0.000008277779,0.0001362383,0.000001015577,0.00003505261],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004598903,"threshold_uncertainty_score":0.009144306,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01699520269263802,"score_gpt":0.3719180371241728,"score_spread":0.3549228344315347,"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."}}