{"id":"W4391886441","doi":"10.1093/jcag/gwad061.216","title":"A216 MODERATE TO SEVERE ACUTE UPPER GASTROINTESTINAL BLEEDING IN RURAL NORTHERN ONTARIO: AN EPIDEMIOLOGICAL ANALYSIS OF AETIOLOGIES, GEOGRAPHIC LIMITATIONS, AND OUTCOMES","year":2024,"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":"Thunder Bay Regional Health Sciences Centre; NOSM University","funders":"","keywords":"Epidemiology; Medicine; Gastrointestinal bleeding; Intensive care medicine; Upper gastrointestinal bleeding; Internal medicine","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":[0.00026279,0.0002665882,0.0002789113,0.001143791,0.001962445,0.0009203377,0.0006452586,0.0002997706,0.001871264],"category_scores_gemma":[0.00133933,0.0003565071,0.0003425739,0.003038553,0.0005577049,0.0003176178,0.0008030173,0.0002808127,0.0002630073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007324474,"about_ca_system_score_gemma":0.007888068,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9411336,"about_ca_topic_score_gemma":0.9599274,"domain_scores_codex":[0.999511,0.00003874916,0.00004424863,0.00008966344,0.000147468,0.0001688521],"domain_scores_gemma":[0.9984496,0.00006779507,0.0006185886,0.0000576603,0.0004283796,0.0003780152],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002504428,0.00001212271,0.998655,0.00001536727,0.00001418805,0.00008413623,0.0004054123,0.00001277605,0.0001110775,0.00001056599,0.0001579099,0.0004964627],"study_design_scores_gemma":[0.000002249685,0.00001414676,0.9985861,0.0000107665,0.000007322198,0.0000659599,0.001022017,0.00004692398,0.0000104891,0.000005407244,0.0002261214,0.000002443971],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997376,0.0001761884,0.000032461,0.00006393043,0.000002619855,0.00002501769,0.001293819,0.000003208384,0.001026759],"genre_scores_gemma":[0.9988217,0.0001479793,0.00004820827,0.00002435019,0.000003877951,0.0000166938,0.0006247009,0.000001693405,0.0003108201],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05886638,"threshold_uncertainty_score":0.1184261,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02386003696223081,"score_gpt":0.2714079883550316,"score_spread":0.2475479513928008,"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."}}