{"id":"W3013675336","doi":"10.1017/cem.2020.7","title":"Management of alcohol withdrawal: time to “SHAKE” things up?","year":2020,"lang":"en","type":"letter","venue":"Canadian Journal of Emergency Medicine","topic":"Alcoholism and Thiamine Deficiency","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Michael's Hospital; Schwartz/Reisman Emergency Medicine Institute; University of Toronto","funders":"","keywords":"Shake; Medicine; Content (measure theory); Internet privacy; Alcohol content; Action (physics); Advertising; World Wide Web; Medical emergency; Alcohol; Computer science; Business; Engineering","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":[0.0005527164,0.00055426,0.001666194,0.001114344,0.0001030713,0.000004588501,0.0007608181,0.0003735312,0.01855803],"category_scores_gemma":[0.0003889338,0.0004231669,0.000419513,0.001077758,0.0001980833,0.0001288098,0.00004701694,0.001874048,0.0004067152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002248661,"about_ca_system_score_gemma":0.001045285,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001810727,"about_ca_topic_score_gemma":0.00008563257,"domain_scores_codex":[0.9956322,0.00007860678,0.00189518,0.0004329303,0.001211147,0.0007498858],"domain_scores_gemma":[0.9959171,0.00004382329,0.001004257,0.0006101927,0.0007688617,0.001655797],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007283093,0.00001086227,0.0002985819,0.001042956,0.0005749982,0.009540484,0.001138063,0.000001677343,0.0000895439,0.00004417586,0.9866531,0.000532721],"study_design_scores_gemma":[0.001562701,0.001862513,0.0007557798,0.003039524,0.001817036,0.0002954723,0.0002401017,0.00001020053,0.00003522533,0.0001591805,0.9898738,0.0003484459],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001262296,0.005252491,0.00009450749,0.9051178,0.009644694,0.0008102855,0.0000749629,0.00002187394,0.07772106],"genre_scores_gemma":[0.0228259,0.001204748,0.0007461758,0.7822225,0.02822121,0.00002538223,0.0005109766,0.0004332589,0.1638099],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1228953,"threshold_uncertainty_score":0.999822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06305398175540838,"score_gpt":0.3147053990063773,"score_spread":0.2516514172509689,"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."}}