{"id":"W3172848471","doi":"10.1159/000516372","title":"Impact of Physician Training Level on Neonatal Tracheal Intubation Success Rates and Adverse Events: A Report from National Emergency Airway Registry for Neonates (NEAR4NEOS)","year":2021,"lang":"en","type":"article","venue":"Neonatology","topic":"Airway Management and Intubation Techniques","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development","keywords":"Medicine; Odds ratio; Intubation; Odds; Pediatrics; Emergency medicine; Adverse effect; Airway; Prospective cohort study; Premedication; Anesthesia; Internal medicine; Logistic regression","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":[],"consensus_categories":[],"category_scores_codex":[0.0002264979,0.0001948884,0.0004220159,0.0001656397,0.00008471896,0.00000426417,0.00008623246,0.0001757776,0.0005660533],"category_scores_gemma":[0.0005627315,0.0001849226,0.0002041019,0.0002010653,0.00008340926,0.0001846896,0.00004342711,0.000175522,0.000003422633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009170554,"about_ca_system_score_gemma":0.0002518509,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001462714,"about_ca_topic_score_gemma":0.00004684645,"domain_scores_codex":[0.9984646,0.00005524634,0.0005371397,0.0004225481,0.0002874103,0.0002330981],"domain_scores_gemma":[0.9986338,0.0001714229,0.0003543451,0.0002112612,0.0005534242,0.00007576666],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00265195,0.0009566162,0.1540928,0.0004901118,0.001549313,0.0001310229,0.003165497,0.0001193784,0.006635374,0.02372036,0.02544191,0.7810457],"study_design_scores_gemma":[0.0123145,0.01049085,0.7606578,0.0006165168,0.0007303443,0.0002987359,0.004094734,0.01832548,0.07764266,0.08427446,0.02914089,0.001413028],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9822873,0.0003091907,0.009881846,0.001183929,0.0002123874,0.0004652045,0.0002216242,0.0001079502,0.005330558],"genre_scores_gemma":[0.9941983,0.0001917117,0.002268482,0.00009755522,0.000162152,0.0000769872,0.001449503,0.00003194519,0.001523385],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7796326,"threshold_uncertainty_score":0.7540925,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05244999407172096,"score_gpt":0.3673999442336857,"score_spread":0.3149499501619647,"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."}}