{"id":"W4410300004","doi":"10.1089/respcare.12889","title":"Pediatric Airway Management and Intubation Support Competency Assessment Tool","year":2025,"lang":"en","type":"article","venue":"Respiratory Care","topic":"Airway Management and Intubation Techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; SickKids Foundation; The Wilson Centre; Hospital for Sick Children","funders":"","keywords":"Medicine; Intubation; Airway management; Airway; Competency assessment; Intensive care medicine; Anesthesia; Medical education","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":[0.0118388,0.0003496539,0.0005346256,0.002109195,0.0005193895,0.001180294,0.001232644,0.0005318416,0.003915193],"category_scores_gemma":[0.0608388,0.0001469544,0.0006606162,0.00106492,0.0006863265,0.001374574,0.001938215,0.0009169094,0.0006381348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001212375,"about_ca_system_score_gemma":0.005474168,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001361961,"about_ca_topic_score_gemma":0.003914379,"domain_scores_codex":[0.9877094,0.003415372,0.002267109,0.000529547,0.005651457,0.0004270533],"domain_scores_gemma":[0.9436049,0.02752864,0.01325923,0.001120704,0.01224462,0.002241926],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003471077,0.0007849842,0.6768192,0.00321201,0.000191148,0.0004179055,0.001556411,0.001476494,0.001350668,0.002791025,0.009184234,0.3018689],"study_design_scores_gemma":[0.0001928574,0.003062441,0.9082832,0.007872647,0.0003606606,0.005891197,0.00233722,0.007416953,0.006381392,0.002199605,0.05587732,0.0001243955],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8819439,0.008823569,0.02908269,0.005212389,0.0004982391,0.002801124,0.004443294,0.0003675454,0.06682718],"genre_scores_gemma":[0.9093051,0.003244352,0.08121993,0.0005940285,0.0001096332,0.002035612,0.001933628,0.00002955326,0.001528215],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0118388,"threshold_uncertainty_score":0.06261027,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009338924559074544,"score_gpt":0.3013909359906321,"score_spread":0.2920520114315576,"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."}}