{"id":"W4213163876","doi":"10.1093/jcag/gwab049.026","title":"A27 COMPARATIVE EVALUATION OF THE ABC SCORE TO OTHER RISK STRATIFICATION SCALES IN MANAGING HIGH-RISK PATIENTS PRESENTING WITH ACUTE UPPER GASTROINTESTINAL BLEEDING","year":2022,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Gastrointestinal Bleeding Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Montreal General Hospital","funders":"","keywords":"Medicine; Receiver operating characteristic; Upper gastrointestinal bleeding; Risk stratification; Intensive care unit; Internal medicine; Clinical judgment; Framingham Risk Score; Emergency medicine; Endoscopy; Disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.004396242,0.0006167755,0.0006589084,0.001041023,0.0002814574,0.0009389928,0.0004866189,0.0003926453,0.001142367],"category_scores_gemma":[0.01215867,0.0001436151,0.0007105586,0.0008764552,0.0003284997,0.0006950804,0.0006608725,0.0004938547,0.0002438819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001311376,"about_ca_system_score_gemma":0.001774744,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0178009,"about_ca_topic_score_gemma":0.01778388,"domain_scores_codex":[0.9983009,0.0006722076,0.0001435419,0.000203402,0.000522772,0.0001572526],"domain_scores_gemma":[0.99405,0.002335546,0.0009454679,0.0002144948,0.001474124,0.0009803427],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008479736,0.0004315039,0.9453534,0.00009732231,0.0005451002,0.00005769269,0.000170055,0.0006995898,0.0003079323,0.0001423334,0.0006678574,0.04304756],"study_design_scores_gemma":[0.0007442925,0.005683026,0.9853301,0.00003515702,0.0003594961,0.0001291291,0.0002320642,0.00638579,0.0001748995,0.0001128147,0.0007841405,0.00002896422],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971939,0.0005055776,0.0003963696,0.0001063986,0.00002939639,0.0001370706,0.000226508,0.00001364379,0.001391063],"genre_scores_gemma":[0.9984049,0.0001735332,0.000684884,0.00003407641,0.00003814859,0.00006100693,0.0004221197,0.000002703589,0.0001785272],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0178009,"threshold_uncertainty_score":0.03539455,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0207670018143272,"score_gpt":0.2653807091149781,"score_spread":0.2446137073006509,"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."}}