{"id":"W4323353346","doi":"10.1093/jcag/gwac036.064","title":"A64 THE UPTAKE AND IMPACT OF AN ELECTRONIC CIRRHOSIS ADMISSION ORDER SET: AN EARLY EXPERIENCE AT A SINGLE CENTRE","year":2023,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Healthcare Systems and Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of Alberta","funders":"","keywords":"Medicine; Cirrhosis; Logistic regression; Population; Guideline; Emergency medicine; Comorbidity; Health care; Intensive care medicine; Internal medicine; Environmental health","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":[0.005294293,0.000435457,0.000682404,0.001213119,0.00146555,0.003171436,0.001229032,0.0007872292,0.002364483],"category_scores_gemma":[0.02238886,0.0005750621,0.0007981875,0.002010446,0.001037368,0.001450804,0.002184774,0.001347628,0.0004918404],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003055976,"about_ca_system_score_gemma":0.003668519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01987222,"about_ca_topic_score_gemma":0.02719478,"domain_scores_codex":[0.9942557,0.00177946,0.0007200908,0.000641604,0.001591777,0.001011379],"domain_scores_gemma":[0.9756072,0.007340869,0.005349603,0.001942111,0.003664758,0.006095474],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004204197,0.001539008,0.9492715,0.0001814177,0.00009878431,0.004637016,0.00982092,0.0002295902,0.0008493416,0.0001729692,0.001065483,0.03171348],"study_design_scores_gemma":[0.0001496875,0.005912645,0.9523581,0.0004269847,0.0001400379,0.007854496,0.02514162,0.002267778,0.001291024,0.000193788,0.004083057,0.0001807304],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985689,0.0001483973,0.0003077163,0.0003041908,0.00001812256,0.00006197759,0.0001732439,0.00001399288,0.0004035542],"genre_scores_gemma":[0.9983077,0.0002372157,0.0007099218,0.0002637321,0.00003697601,0.00005096386,0.0001554326,0.00001983192,0.0002182127],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01987222,"threshold_uncertainty_score":0.03951311,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04591940103820268,"score_gpt":0.3922396737244806,"score_spread":0.3463202726862779,"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."}}