{"id":"W2612208428","doi":"10.1097/pcc.0000000000001175","title":"Trend and Outcomes of Video Laryngoscope Use Across PICUs*","year":2017,"lang":"en","type":"article","venue":"Pediatric Critical Care Medicine","topic":"Airway Management and Intubation Techniques","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of General Medical Sciences; Agency for Healthcare Research and Quality","keywords":"Medicine; Laryngoscopy; Tracheal intubation; Intubation; Odds ratio; Airway; Airway management; Anesthesia; Emergency medicine; Emergency department; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009375666,0.0001676577,0.0003203297,0.001450712,0.000206281,0.0006575377,0.0004176411,0.0004094336,0.0006814672],"category_scores_gemma":[0.007117306,0.000188638,0.0003901949,0.001772135,0.000314918,0.000571154,0.0005727613,0.0005253737,0.0001159735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005414083,"about_ca_system_score_gemma":0.0004330367,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00559483,"about_ca_topic_score_gemma":0.005234087,"domain_scores_codex":[0.9983354,0.0002494328,0.0003792907,0.0004227441,0.0004341039,0.0001789893],"domain_scores_gemma":[0.9913862,0.0009210376,0.005909767,0.0001988683,0.0009911199,0.0005931373],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005318147,0.000006653946,0.9988087,0.00002168881,0.00003474632,0.00003773094,0.00003975146,0.00002482573,0.00006159505,0.00001099158,0.00008450368,0.0008154794],"study_design_scores_gemma":[0.000002700713,0.00005773289,0.999411,0.00001230368,0.00001246125,0.0001893949,0.0001085597,0.00009595871,0.0000355962,0.000004291124,0.00006819199,0.000001932802],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974359,0.00107565,0.00006477013,0.00005992195,0.000008557664,0.0000093517,0.0009820173,0.0000064134,0.0003573902],"genre_scores_gemma":[0.9984626,0.000319539,0.0000742926,0.00002156651,0.00001060764,0.00001492145,0.001051441,0.000002495386,0.00004260675],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00559483,"threshold_uncertainty_score":0.01112449,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0388714473513292,"score_gpt":0.3925460533691226,"score_spread":0.3536746060177934,"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."}}