{"id":"W3091813301","doi":"10.4103/sjg.sjg_297_20","title":"Upper gastrointestinal bleeding","year":2021,"lang":"en","type":"article","venue":"Saudi Journal of Gastroenterology","topic":"Gastrointestinal Bleeding Diagnosis and Treatment","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"National Center for Advancing Translational Sciences","keywords":"Medicine; Upper gastrointestinal bleeding; Intensive care unit; Medical record; Retrospective cohort study; Comorbidity; Mortality rate; Cohort; Intensive care; Gastrointestinal bleeding; Internal medicine; Endoscopy; Emergency medicine; General surgery; Intensive care medicine","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":[0.0003096106,0.0003552946,0.0004611537,0.0007056702,0.0003919992,0.000982306,0.0002801372,0.0003278271,0.02902854],"category_scores_gemma":[0.001723021,0.00008579824,0.0003024378,0.001382466,0.0002000207,0.0004145136,0.0006311325,0.0007440566,0.009825016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000579517,"about_ca_system_score_gemma":0.000887835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002509393,"about_ca_topic_score_gemma":0.001949826,"domain_scores_codex":[0.9995623,0.00007228582,0.00006159251,0.0000603989,0.0001403276,0.000103056],"domain_scores_gemma":[0.9994226,0.00006690749,0.0002023663,0.00003952661,0.0001552862,0.000113397],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006963947,0.0002390863,0.39001,0.002520886,0.0003326175,0.01198677,0.0003228217,0.0001678258,0.001441062,0.002784005,0.2125903,0.3769082],"study_design_scores_gemma":[0.0002005957,0.0004648802,0.4154463,0.002205233,0.0003115375,0.06415914,0.0005928455,0.0003453123,0.0007465824,0.002344089,0.5131424,0.00004101906],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.3234669,0.1756295,0.003936767,0.01453364,0.004375881,0.0007467557,0.02268869,0.0008392614,0.4537827],"genre_scores_gemma":[0.8189271,0.07996868,0.003075683,0.009961898,0.003428309,0.0003241601,0.02241606,0.0001022139,0.06179582],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.02902854,"threshold_uncertainty_score":0.09711015,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01830771932455341,"score_gpt":0.2699061133665984,"score_spread":0.251598394042045,"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."}}