{"id":"W3018215236","doi":"10.1001/jamainternmed.2020.1091","title":"Challenges in Prediction, Diagnosis, and Treatment of Alcohol Withdrawal in Medically Ill Hospitalized Patients","year":2020,"lang":"en","type":"article","venue":"JAMA Internal Medicine","topic":"Alcoholism and Thiamine Deficiency","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"British Columbia Centre on Substance Use; University of British Columbia; St. Paul's Hospital; Dalhousie University","funders":"National Institute on Drug Abuse","keywords":"Medicine; Otorhinolaryngology; Neurology; Family medicine; Psychiatry","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":[0.00581638,0.0003464227,0.0008414388,0.001377346,0.001297004,0.002896741,0.001259759,0.001169707,0.003360933],"category_scores_gemma":[0.03831766,0.0003667332,0.0005660701,0.001028012,0.0005110508,0.002392965,0.001820832,0.003209842,0.00126238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001543657,"about_ca_system_score_gemma":0.003632951,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02308035,"about_ca_topic_score_gemma":0.03021588,"domain_scores_codex":[0.9968532,0.001516775,0.0005464724,0.0002112359,0.0004875882,0.0003847103],"domain_scores_gemma":[0.9872727,0.00630607,0.001642317,0.0002901334,0.002352268,0.00213649],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003014074,0.0005214405,0.6314844,0.0004771999,0.0001325887,0.001256711,0.001519942,0.001189087,0.0001704838,0.0009369451,0.1056785,0.2563313],"study_design_scores_gemma":[0.0003304553,0.001250964,0.843039,0.009610504,0.0003657512,0.007855101,0.03002497,0.03154747,0.0006448678,0.01804344,0.05697476,0.0003127047],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.3667818,0.06021999,0.005715306,0.5105081,0.003488434,0.0003581175,0.002434568,0.0005719172,0.04992193],"genre_scores_gemma":[0.9471124,0.02386362,0.00848122,0.013903,0.003457303,0.0001567283,0.001203653,0.00008745417,0.00173462],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.02308035,"threshold_uncertainty_score":0.045892,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04328920374700736,"score_gpt":0.294857928287662,"score_spread":0.2515687245406547,"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."}}