{"id":"W4407067932","doi":"10.1016/j.drugalcdep.2024.111941","title":"A Pilot Trial of Symptom-Triggered Alcohol Withdrawal Management Delivered Over Telemedicine","year":2025,"lang":"en","type":"article","venue":"Drug and Alcohol Dependence","topic":"Alcoholism and Thiamine Deficiency","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"Canadian Institutes of Health Research; Ontario Ministry of Health and Long-Term Care","keywords":"Telemedicine; Medicine; Medical emergency; Emergency medicine; Health care","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005727904,0.0003275479,0.0006857118,0.0003869956,0.0001412783,0.0000277426,0.0002481907,0.00007712965,0.0001024059],"category_scores_gemma":[0.0001130452,0.0002594224,0.0001325256,0.0006200608,0.0002681854,0.0001411465,0.0002088093,0.0002882429,0.00001874472],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004973254,"about_ca_system_score_gemma":0.000116438,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003427662,"about_ca_topic_score_gemma":0.00002272262,"domain_scores_codex":[0.9975511,0.00007062025,0.0006506544,0.0006148419,0.000676037,0.0004367676],"domain_scores_gemma":[0.9987393,0.0001649794,0.0001854784,0.000591327,0.0001367363,0.000182192],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.3226076,0.01782294,0.1968576,0.01034736,0.00572371,0.004137742,0.004710702,0.00005052657,0.04814786,0.1218442,0.06162102,0.2061288],"study_design_scores_gemma":[0.7317351,0.00634658,0.2146007,0.004046965,0.00395656,0.0003678044,0.002149647,0.002155255,0.02069125,0.002688977,0.009730666,0.001530432],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9607439,0.001519668,0.0002833234,0.0004982397,0.0005264378,0.001517793,0.00002322273,0.00008808522,0.0347993],"genre_scores_gemma":[0.9908525,0.0007629608,0.0003288533,0.0005261676,0.0001342006,0.00007525591,0.00003173061,0.00002113907,0.007267177],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4091276,"threshold_uncertainty_score":0.9999858,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01602017587294805,"score_gpt":0.2970829496180288,"score_spread":0.2810627737450807,"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."}}