{"id":"W4323652963","doi":"10.1186/s13049-023-01075-z","title":"Airway registries in primarily adult, emergent endotracheal intubation: a scoping review","year":2023,"lang":"en","type":"review","venue":"Scandinavian Journal of Trauma Resuscitation and Emergency Medicine","topic":"Airway Management and Intubation Techniques","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Airway; Medicine; Intubation; Airway management; MEDLINE; Scopus; Emergency department; Intensive care medicine; Medical emergency; Endotracheal intubation; Emergency medicine; Anesthesia; Nursing","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002028031,0.0004833254,0.002635704,0.001498165,0.0001020463,0.00001110967,0.0002360684,0.000221786,0.002125165],"category_scores_gemma":[0.001685828,0.0003527667,0.0004470467,0.001685639,0.000167048,0.0002800927,0.00004551385,0.0007257928,0.00001458791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002399116,"about_ca_system_score_gemma":0.0002834883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003405209,"about_ca_topic_score_gemma":0.00004779115,"domain_scores_codex":[0.9943504,0.0002791263,0.003795548,0.0003981625,0.0008388338,0.0003379806],"domain_scores_gemma":[0.9963745,0.0001365923,0.002207979,0.0003106291,0.0006688926,0.0003013542],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00006109785,0.00005773212,0.00009693518,0.1825784,0.000172264,0.00002166257,0.0003336163,1.498009e-7,3.994852e-7,0.0002897919,0.06835981,0.7480282],"study_design_scores_gemma":[0.001160139,0.003093952,0.0003288291,0.7785605,0.001681589,0.00004818646,0.000326932,0.000006428471,0.000001424309,0.0002004299,0.2142742,0.0003174153],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003756866,0.9874543,0.0001882221,0.002551195,0.001347648,0.001629183,0.000008382759,0.00005913427,0.006724374],"genre_scores_gemma":[0.00002407324,0.9941675,0.0001732431,0.00005511964,0.0007293622,0.0001023952,0.0001814492,0.00006350353,0.00450333],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7477108,"threshold_uncertainty_score":0.9998924,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1279208517642607,"score_gpt":0.4351030240263676,"score_spread":0.307182172262107,"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."}}