{"id":"W2945985357","doi":"10.1002/jgh3.12195","title":"Prophylactic endotracheal intubation in critically ill patients with upper gastrointestinal bleed: A systematic review and meta‐analysis","year":2019,"lang":"en","type":"review","venue":"JGH Open","topic":"Nosocomial Infections in ICU","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut du Savoir Montfort; Canadian Hospice Palliative Care Association; Ottawa Hospital; University of Ottawa; Ottawa Public Health; University of Toronto; McMaster University","funders":"","keywords":"Medicine; Intubation; Confidence interval; Meta-analysis; Pneumonia; Intensive care unit; Odds ratio; Relative risk; Anesthesia; Surgery; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008517416,0.0004925408,0.007459504,0.0004933766,0.00004979487,0.0001373692,0.0003060226,0.0001270818,0.0004408891],"category_scores_gemma":[0.002057887,0.0002929203,0.0006462634,0.001162501,0.00006869913,0.000257297,0.000215968,0.0006531467,0.0001293277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003278113,"about_ca_system_score_gemma":0.0003515175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001589626,"about_ca_topic_score_gemma":0.00004849362,"domain_scores_codex":[0.9967899,0.0006405985,0.001267527,0.000615973,0.0003854567,0.0003005899],"domain_scores_gemma":[0.9970265,0.0004436104,0.0005967511,0.0007922337,0.0009892059,0.0001516957],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00001669893,0.0003036745,0.0003012882,0.9798086,0.01790365,0.00001720417,0.00001182509,3.021428e-7,3.321466e-8,0.000051458,0.00005617838,0.001529081],"study_design_scores_gemma":[0.0004948348,0.0008276935,0.000100658,0.1506113,0.8450388,0.0002625113,0.000007992016,0.000002841239,7.401391e-8,0.000006187712,0.00235058,0.0002965517],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000007079213,0.9793198,0.00007168136,0.0002573834,0.00002703471,0.01876538,0.00004536595,0.00002357635,0.001482737],"genre_scores_gemma":[0.0001254987,0.9885526,0.004844255,0.00138035,0.0000308384,0.003819895,0.0002927592,0.00009060252,0.0008632053],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8291973,"threshold_uncertainty_score":0.9999523,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0704563047527859,"score_gpt":0.3814503574079469,"score_spread":0.310994052655161,"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."}}