{"id":"W4210531838","doi":"10.1097/pcc.0000000000002902","title":"Tracheostomy Practices and Outcomes in Children During Respiratory Extracorporeal Membrane Oxygenation","year":2022,"lang":"en","type":"article","venue":"Pediatric Critical Care Medicine","topic":"Tracheal and airway disorders","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Heart, Lung, and Blood Institute","keywords":"Extracorporeal membrane oxygenation; Tracheotomy; Membrane oxygenator; Oxygenation; Respiratory system; Extracorporeal","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":[0.0009219627,0.0002412528,0.0002658774,0.0007648006,0.000415635,0.0007030469,0.0005225216,0.0004795054,0.001157589],"category_scores_gemma":[0.005319361,0.0002749837,0.0005087148,0.001166242,0.0003858897,0.0007588891,0.0006473446,0.0008248424,0.0001314184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007325324,"about_ca_system_score_gemma":0.0008184485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01077262,"about_ca_topic_score_gemma":0.01220938,"domain_scores_codex":[0.9989611,0.0001530005,0.0001466313,0.0001868707,0.000248581,0.0003038515],"domain_scores_gemma":[0.9953603,0.0004887823,0.003388478,0.0001222233,0.0002133857,0.0004269223],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002247943,0.00001369436,0.9994438,0.000008648419,0.00001283865,0.000043658,0.00008311249,0.00001441368,0.0000215387,0.00001063249,0.00004290542,0.000282205],"study_design_scores_gemma":[0.00000387436,0.00006972036,0.9992089,0.0000229953,0.0000109769,0.0002453574,0.000291485,0.00004232913,0.00002338098,0.000007252311,0.00007103068,0.000002861584],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990363,0.0002798933,0.00003168371,0.00003796168,0.000006456216,0.000009818264,0.0004010788,0.000001619789,0.0001952002],"genre_scores_gemma":[0.9992499,0.0002221434,0.00004933293,0.00001610038,0.000006848098,0.00001495132,0.0003981033,0.000001450491,0.00004126774],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01077262,"threshold_uncertainty_score":0.02141982,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02063967379124863,"score_gpt":0.3237741712144928,"score_spread":0.3031344974232441,"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."}}