{"id":"W2792897836","doi":"10.1093/jcag/gwy009.048","title":"A48 PROPHYLACTIC ENDOTRACHEAL INTUBATION IN CRITICALLY ILL PATIENTS WITH UPPER GASTROINTESTINAL BLEED: A SYSTEMATIC REVIEW AND META-ANALYSIS","year":2018,"lang":"en","type":"review","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":"University of Ottawa","funders":"","keywords":"Medicine; Intubation; Odds ratio; Meta-analysis; Pneumonia; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.01041558,0.002847997,0.02105272,0.008639276,0.0008048061,0.003625754,0.00180548,0.002469003,0.005479509],"category_scores_gemma":[0.02356585,0.001482958,0.04398616,0.008475693,0.000694892,0.002434891,0.001590733,0.002214399,0.0004360928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003287759,"about_ca_system_score_gemma":0.003840254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006566616,"about_ca_topic_score_gemma":0.01610871,"domain_scores_codex":[0.9918181,0.003499394,0.00253401,0.0007718582,0.001090168,0.0002865902],"domain_scores_gemma":[0.9908292,0.005918468,0.001900143,0.0002888769,0.0008547245,0.000208654],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.002220115,0.00004172917,0.00232789,0.3850133,0.5991217,0.0001034256,0.00006020696,0.0003547791,0.0001936943,0.0001213062,0.0005280449,0.009913895],"study_design_scores_gemma":[0.0009073865,0.0001902394,0.002547373,0.03041402,0.9639613,0.00008639343,0.00003689999,0.0001873814,0.00008178817,0.0001723618,0.001390814,0.00002405921],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00450838,0.9933679,0.00053214,0.0001909527,0.0001687881,0.0004979563,0.0004425432,0.00002700432,0.0002643968],"genre_scores_gemma":[0.1496259,0.8418533,0.003007068,0.00124474,0.0003497143,0.002346435,0.0009630765,0.00003637627,0.0005733225],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.997152,"threshold_uncertainty_score":0.05508345,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0258274668742189,"score_gpt":0.2824172793281826,"score_spread":0.2565898124539637,"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."}}