{"id":"W4399888369","doi":"10.1002/ppul.27140","title":"Airway management in infants with Robin sequence in the United Kingdom and Ireland: A prospective population‐based study","year":2024,"lang":"en","type":"article","venue":"Pediatric Pulmonology","topic":"Craniofacial Disorders and Treatments","field":"Biochemistry, Genetics and Molecular Biology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; University of British Columbia","funders":"Royal College of Paediatrics and Child Health; National Institute for Health and Care Research","keywords":"Medicine; Pediatrics; Airway obstruction; Airway; Population; Pierre Robin syndrome; Surgery","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":[0.0009170027,0.0004129796,0.0005705609,0.0008611607,0.0004146117,0.0008478893,0.0006087326,0.0006884798,0.001537074],"category_scores_gemma":[0.003150531,0.0004000205,0.0006537607,0.001131643,0.0004536345,0.000687452,0.0009674961,0.0007074326,0.0004758525],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009439965,"about_ca_system_score_gemma":0.0006733756,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01602707,"about_ca_topic_score_gemma":0.01454443,"domain_scores_codex":[0.998821,0.0002847973,0.0001907742,0.0002682784,0.0002332887,0.0002019793],"domain_scores_gemma":[0.9975407,0.000325381,0.001499769,0.0001230671,0.0002208342,0.0002903098],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006763217,0.00003222293,0.9985862,0.00001720304,0.00002095683,0.0001921848,0.0001660458,0.00001442985,0.00007972195,0.000005525325,0.0000845441,0.0007333447],"study_design_scores_gemma":[0.000007441049,0.0001539186,0.9984217,0.00002124445,0.00001759094,0.0005979627,0.0005661089,0.00003950666,0.00002196487,0.000003219058,0.0001453626,0.000004067315],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999072,0.0002351674,0.00002587181,0.00002530464,0.000003479781,0.00001736785,0.000309608,0.000002193777,0.0003090519],"genre_scores_gemma":[0.9991714,0.000206233,0.00006454284,0.0000474174,0.000006952701,0.00002713125,0.000370026,0.000002259074,0.0001041783],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01602707,"threshold_uncertainty_score":0.03186756,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01315246777631721,"score_gpt":0.2765425556895222,"score_spread":0.263390087913205,"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."}}