{"id":"W4402592717","doi":"10.1097/ccm.0000000000006402","title":"Direct Laryngoscopy Versus Video Laryngoscopy for Intubation in Critically Ill Patients: A Systematic Review, Meta-Analysis, and Trial Sequential Analysis of Randomized Trials*","year":2024,"lang":"en","type":"review","venue":"Critical Care Medicine","topic":"Airway Management and Intubation Techniques","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact; University of Toronto; McMaster University","funders":"","keywords":"Medicine; Laryngoscopy; Critically ill; Meta-analysis; Intubation; Randomized controlled trial; Laryngoscopes; Anesthesia; Intensive care medicine; 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":[],"consensus_categories":[],"category_scores_codex":[0.03739896,0.003028142,0.02488457,0.005712041,0.0007693824,0.004439007,0.002304915,0.002790107,0.003939288],"category_scores_gemma":[0.09166811,0.001836347,0.03745308,0.005956237,0.001029762,0.00335348,0.001590913,0.002682176,0.0003076932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005034943,"about_ca_system_score_gemma":0.006245801,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004336942,"about_ca_topic_score_gemma":0.009861312,"domain_scores_codex":[0.9628109,0.0231708,0.008767792,0.002128137,0.0025777,0.0005446847],"domain_scores_gemma":[0.9517215,0.03613188,0.008427488,0.001220622,0.002127437,0.0003709571],"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":[0.006438146,0.00005313219,0.001565687,0.5462424,0.4281111,0.00007800345,0.0001141747,0.000698433,0.0001872319,0.0003075202,0.0006421694,0.01556197],"study_design_scores_gemma":[0.007384919,0.0008604679,0.001798425,0.0601276,0.9262609,0.00008323893,0.00006260202,0.000706464,0.0002215281,0.00075231,0.00169152,0.00005009757],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.008371855,0.9844308,0.001864582,0.000431007,0.0004804758,0.003407298,0.0005450268,0.00005391339,0.0004149457],"genre_scores_gemma":[0.2336582,0.7235912,0.0168272,0.002160494,0.0007585437,0.02116592,0.001061336,0.00007382336,0.0007032655],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03739896,"threshold_uncertainty_score":0.197787,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1413655701347987,"score_gpt":0.4685051973999927,"score_spread":0.3271396272651941,"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."}}