{"id":"W2917076901","doi":"10.1136/archdischild-2018-316336","title":"Incidence, impact and indicators of difficult intubations in the neonatal intensive care unit: a report from the National Emergency Airway Registry for Neonates","year":2019,"lang":"en","type":"article","venue":"Archives of Disease in Childhood Fetal & Neonatal","topic":"Airway Management and Intubation Techniques","field":"Medicine","cited_by":88,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institute of Child Health and Human Development; Agency for Healthcare Research and Quality; Children's Hospital of Philadelphia","keywords":"Neonatal intensive care unit; Medicine; Incidence (geometry); Airway; Intensive care unit; Emergency medicine; Intensive care; Intensive care medicine; Intubation; Medical emergency; Pediatrics; Anesthesia","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":[0.0001667652,0.0001998583,0.000296946,0.000327503,0.00006286087,0.00001169365,0.0003351597,0.00005248238,0.0001003335],"category_scores_gemma":[0.001111097,0.0001271501,0.0002076414,0.0004328625,0.0002715421,0.0002241491,0.000166221,0.0002589967,0.000001081104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002491906,"about_ca_system_score_gemma":0.0002402996,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002380344,"about_ca_topic_score_gemma":0.00008340729,"domain_scores_codex":[0.9983758,0.00007153477,0.0005950298,0.0003298038,0.0004456262,0.0001822232],"domain_scores_gemma":[0.9984739,0.0005423106,0.000342691,0.0003420755,0.000218506,0.00008053704],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000919682,0.0002120409,0.9334949,0.0002209185,0.0001912684,0.00001266047,0.0262412,0.00007412214,0.00009670335,0.002043893,0.0007724685,0.0357202],"study_design_scores_gemma":[0.001361756,0.0005278607,0.9770556,0.000350534,0.0000803548,0.000004905523,0.01360688,0.0003972877,0.0002946866,0.00572567,0.0004495341,0.0001449469],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938576,0.001770961,0.0001397123,0.001040766,0.00004713569,0.001475153,0.0007067158,0.00002060902,0.0009413487],"genre_scores_gemma":[0.997607,0.0004000931,0.0001583802,0.00009244653,0.00006179606,0.0001054452,0.001457827,0.00001758722,0.000099454],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04356074,"threshold_uncertainty_score":0.5185032,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009524416439863936,"score_gpt":0.2923292935165978,"score_spread":0.2828048770767338,"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."}}