{"id":"W4316369097","doi":"10.1007/s43678-022-00414-w","title":"Risk factors associated with 1-week revisit among emergency department patients with alcohol withdrawal","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Medicine","topic":"Alcoholism and Thiamine Deficiency","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"British Columbia Centre on Substance Use; Rockyview General Hospital; University of Calgary; St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Emergency department; Interquartile range; Quartile; Emergency medicine; Names of the days of the week; Demography; Confidence interval; Internal 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007665003,0.0004492098,0.0008845727,0.0008649165,0.0003457995,0.000005294174,0.0002874356,0.0001373969,0.003311792],"category_scores_gemma":[0.001314057,0.0002649231,0.0001761865,0.002064951,0.0002334065,0.0002512894,0.00001585756,0.0006116801,0.00002699072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002595354,"about_ca_system_score_gemma":0.0007240764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00363522,"about_ca_topic_score_gemma":0.01270382,"domain_scores_codex":[0.9964041,0.0001253244,0.001166889,0.0003572923,0.00109262,0.0008538218],"domain_scores_gemma":[0.9955822,0.00006248451,0.001035474,0.0004053398,0.001132982,0.00178151],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000128602,0.00009446769,0.9644772,0.00004236181,0.0005228589,0.0003133474,0.001033162,0.00004454884,0.000007750705,0.00001855485,0.03315642,0.0001607176],"study_design_scores_gemma":[0.003908684,0.004993486,0.9854795,0.0006187861,0.001203127,0.000009613138,0.0005967324,0.00003068225,0.00001858786,0.00003836867,0.0027975,0.0003049694],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931576,0.0007810158,0.00004525377,0.0004979583,0.002752021,0.0005659016,0.000106315,0.00004198402,0.002051936],"genre_scores_gemma":[0.9971001,0.000390271,0.00001405426,0.00003758463,0.0005019205,0.000008807649,0.0003303891,0.00007848154,0.001538382],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03035892,"threshold_uncertainty_score":0.9999803,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05765905053184594,"score_gpt":0.2971845484463883,"score_spread":0.2395254979145423,"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."}}