{"id":"W4387088296","doi":"10.1016/j.giec.2023.09.001","title":"Assessment, Resuscitation and Medical Management of Variceal and Nonvariceal Gastrointestinal Bleeding","year":2023,"lang":"en","type":"article","venue":"Gastrointestinal Endoscopy Clinics of North America","topic":"Gastrointestinal Bleeding Diagnosis and Treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Medicine; Resuscitation; Upper gastrointestinal bleeding; Intensive care medicine; Gastrointestinal bleeding; Psychological intervention; Endoscopy; General surgery; Emergency medicine; Internal 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":[0.000593086,0.0003182264,0.000545864,0.001375006,0.0006617772,0.0008401341,0.0003187599,0.000692133,0.001379811],"category_scores_gemma":[0.004167253,0.0001536185,0.0003046766,0.0005482819,0.0002800873,0.0006519203,0.0004152414,0.001427364,0.0002807961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007150678,"about_ca_system_score_gemma":0.001310221,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002770372,"about_ca_topic_score_gemma":0.004366705,"domain_scores_codex":[0.999568,0.0001613195,0.0000648333,0.00002635343,0.0001171652,0.00006235517],"domain_scores_gemma":[0.9995401,0.0001260731,0.00007812768,0.000008533158,0.0001039716,0.000143194],"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":[0.0009530824,0.001324171,0.6613559,0.0006850809,0.0002049325,0.03903966,0.001259353,0.00158409,0.002228089,0.001726916,0.02764487,0.2619938],"study_design_scores_gemma":[0.0001029404,0.001195797,0.9121929,0.001630347,0.000111417,0.05710172,0.003448206,0.002477969,0.0007959098,0.00258698,0.01828516,0.0000705963],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.7334329,0.1191586,0.003972031,0.04785627,0.001245415,0.0004637855,0.0006272597,0.0001545444,0.09308925],"genre_scores_gemma":[0.9605289,0.02828672,0.004478407,0.002934268,0.001341325,0.0001025253,0.0003570931,0.00001218215,0.001958568],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.002770372,"threshold_uncertainty_score":0.005508482,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02424211905409262,"score_gpt":0.3338794229857652,"score_spread":0.3096373039316726,"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."}}