{"id":"W4391873566","doi":"10.1093/jcag/gwad061.217","title":"A217 EVALUATING PREDICTIVE SCORING AND OUTCOMES OF PATIENTS DISCHARGED HOME FROM THE EMERGENCY DEPARTMENT WITH UPPER GASTROINTESTINGAL BLEEDING","year":2024,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Esophageal and GI Pathology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Thunder Bay Regional Health Sciences Centre; NOSM University","funders":"Northern Ontario Academic Medicine Association","keywords":"Emergency department; Medicine; Medical emergency; Emergency medicine; Nursing","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005173461,0.0002630697,0.0003016024,0.001207284,0.0004462599,0.001010277,0.0003862425,0.0003845216,0.003008819],"category_scores_gemma":[0.00436329,0.0001484881,0.0004907902,0.001348588,0.0002649692,0.0003820413,0.0005004861,0.0004651379,0.0005058132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007266135,"about_ca_system_score_gemma":0.0008492113,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01036484,"about_ca_topic_score_gemma":0.01112188,"domain_scores_codex":[0.9996195,0.00007689914,0.00006206695,0.00005866402,0.00009702252,0.0000858448],"domain_scores_gemma":[0.9978613,0.0004169403,0.0008133257,0.00006014439,0.0004248733,0.000423446],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003393709,0.00001542306,0.9991195,0.000004881484,0.0000102291,0.0000470863,0.00001314394,0.0000185424,0.00001498049,0.000003906088,0.00009703681,0.0006213368],"study_design_scores_gemma":[0.000007935809,0.0001132196,0.9984316,0.00001813081,0.00002419368,0.0002241081,0.0002896287,0.0006114224,0.00005255116,0.00002827244,0.0001953926,0.000003562195],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985123,0.0001547517,0.00005868685,0.00007274029,0.00001231961,0.00001405548,0.0005281431,0.000004777853,0.0006423193],"genre_scores_gemma":[0.9989717,0.00008662701,0.00007419366,0.00001478583,0.00001256916,0.000007153186,0.0007166904,0.000001316874,0.0001149581],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01036484,"threshold_uncertainty_score":0.02060902,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0114045614139354,"score_gpt":0.2559179211497212,"score_spread":0.2445133597357858,"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."}}