{"id":"W4399671024","doi":"10.1056/nejmoa2404245","title":"Stress Ulcer Prophylaxis during Invasive Mechanical Ventilation","year":2024,"lang":"en","type":"article","venue":"New England Journal of Medicine","topic":"Nosocomial Infections in ICU","field":"Medicine","cited_by":87,"is_retracted":false,"has_abstract":true,"ca_institutions":"Windsor Regional Hospital; Hôpital Maisonneuve-Rosemont; Royal Columbian Hospital; Saskatchewan Health; University of Regina; Ottawa Hospital; Université de Montréal; McGill University; McGill University Health Centre; University of Alberta; Université Laval; Centre Hospitalier de l’Université de Montréal; St. Joseph's Hospital; Hôpital du Sacré-Cœur de Montréal; Saint John Regional Hospital; William Osler Health System; University of Calgary; Health Sciences Centre; Sunnybrook Health Science Centre; Cambridge Memorial Hospital; North York General Hospital; St. Michael's Hospital; Mount Sinai Hospital; Vancouver General Hospital; Grand River Hospital; Royal Jubilee Hospital; Western University; Impact; Université de Sherbrooke; University of Toronto; Niagara Health System; Brantford Energy (Canada); Brampton Civic Hospital; Dalhousie University; University of Ottawa; University of Manitoba; St. Joseph’s Healthcare Hamilton; Centre hospitalier universitaire de Québec; Queen's University; McMaster University","funders":"National Health and Medical Research Council; National Institute for Health and Care Research; Physicians' Services Incorporated Foundation; Canadian Institutes of Health Research; Hamilton Health Sciences","keywords":"Stress ulcer; Medicine; Mechanical ventilation; Intensive care medicine; Anesthesia; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005195184,0.000122819,0.0003453112,0.0003583514,0.00004711736,0.00001803384,0.00007095248,0.00008877258,0.0006666958],"category_scores_gemma":[0.000783396,0.00007890086,0.0001013701,0.000305988,0.00006132299,0.0001341798,0.00002140937,0.0006332253,0.00002079041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001405331,"about_ca_system_score_gemma":0.0002449899,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003324502,"about_ca_topic_score_gemma":0.00002341183,"domain_scores_codex":[0.9986882,0.00006124275,0.0005007109,0.0001300162,0.0004726043,0.0001472308],"domain_scores_gemma":[0.9990536,0.0002389996,0.0001329868,0.0001364102,0.0001966908,0.0002413185],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002622961,0.0002431194,0.009458112,0.001130772,0.0008088502,0.004754463,0.002786063,0.0001350939,0.7122052,0.001438691,0.02569587,0.2387208],"study_design_scores_gemma":[0.09178168,0.01464371,0.04399469,0.01932842,0.0021675,0.03444818,0.0007731169,0.0001131925,0.6452844,0.007598545,0.139309,0.0005575757],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9868569,0.002454929,0.00146565,0.004758873,0.003026536,0.0002020857,0.000001931118,0.00004674541,0.001186315],"genre_scores_gemma":[0.9870124,0.0005784779,0.0005205725,0.0001044925,0.01111087,0.000001646212,0.000004103067,0.00002245929,0.0006449586],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2381632,"threshold_uncertainty_score":0.7299851,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01863144572985702,"score_gpt":0.2996937818682869,"score_spread":0.2810623361384298,"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."}}