{"id":"W2895935888","doi":"10.1002/aet2.10202","title":"Evaluation of a Web‐based Educational Program to Teach the Identification and Management of Alcohol Withdrawal in the Emergency Department","year":2018,"lang":"en","type":"article","venue":"AEM Education and Training","topic":"Alcoholism and Thiamine Deficiency","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Schwartz/Reisman Emergency Medicine Institute; Sinai Health System; University of Toronto","funders":"","keywords":"Emergency department; Identification (biology); Web application; Emergency management; Computer science; Medical education; Medical emergency; World Wide Web; Medicine; Psychology; Political science; Nursing; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001838697,0.0000654044,0.00008423761,0.0001004846,0.0000788566,0.00001087072,0.00006173398,0.00001922307,0.00004115266],"category_scores_gemma":[0.00008253376,0.00004151728,0.00001820859,0.0003092384,0.00008395396,0.00004240185,0.00001049014,0.00004190268,0.000001947843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002196316,"about_ca_system_score_gemma":0.0002644359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001942018,"about_ca_topic_score_gemma":0.00002070752,"domain_scores_codex":[0.9989953,0.00009860526,0.0002762205,0.0001514971,0.0003927207,0.00008562658],"domain_scores_gemma":[0.9993904,0.00003235191,0.0001134102,0.0001788917,0.0002542677,0.00003064983],"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":[0.00007715412,0.001792335,0.04291429,0.0002510161,0.00008386079,1.91622e-7,0.0327014,0.000009750031,0.001298321,0.01518824,0.001581464,0.904102],"study_design_scores_gemma":[0.0008093519,0.0002376538,0.985898,0.00009656711,0.0002815562,0.00001002682,0.008340755,0.002067252,0.0002869142,0.0006224944,0.001295142,0.00005426132],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9873577,0.0003246127,0.00004831604,0.005883589,0.0001643311,0.001290132,0.000002204068,0.000005349701,0.004923725],"genre_scores_gemma":[0.9985276,0.00002799773,0.0006083713,0.0001418113,0.00006462618,0.0004874891,0.00003695378,0.00000467609,0.0001004588],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9429837,"threshold_uncertainty_score":0.1693026,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07121992031920027,"score_gpt":0.4045013598334441,"score_spread":0.3332814395142438,"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."}}