{"id":"W1983413154","doi":"10.1002/ppul.21206","title":"Tracheostomy in children: A population‐based experience over 17 years","year":2010,"lang":"en","type":"article","venue":"Pediatric Pulmonology","topic":"Tracheal and airway disorders","field":"Medicine","cited_by":128,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Children's Hospital; University of Calgary","funders":"","keywords":"Medicine; Subglottic stenosis; Airway obstruction; Airway; Tracheomalacia; Craniofacial; Tracheobronchomalacia; Surgery; Tracheotomy; Population; Tracheal Stenosis; Laryngomalacia; Pediatrics; Stridor","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":[0.000478575,0.0004848186,0.0004798629,0.001007642,0.001197676,0.0008140485,0.0003182322,0.000668378,0.001486313],"category_scores_gemma":[0.001985523,0.0003424263,0.0004532801,0.001229411,0.0006808327,0.0009757715,0.0007326307,0.0008206422,0.0002313421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006048544,"about_ca_system_score_gemma":0.0007995051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006272805,"about_ca_topic_score_gemma":0.00766812,"domain_scores_codex":[0.9995027,0.00009326157,0.00004964458,0.00008000421,0.0001093707,0.0001650391],"domain_scores_gemma":[0.998958,0.000193995,0.0004614454,0.00004394771,0.00008817453,0.0002545264],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002682504,0.00005264801,0.9881195,0.00002414697,0.00002206182,0.006706322,0.001175015,0.00003999238,0.000147489,0.00002585724,0.0002284671,0.003431636],"study_design_scores_gemma":[0.00001276715,0.0005563251,0.9238642,0.00008377789,0.00005647074,0.06665457,0.006978213,0.0001202251,0.0001252236,0.00006231511,0.001465594,0.0000202927],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990184,0.0003896493,0.00006869576,0.0000834033,0.000007885971,0.00001319958,0.00008892454,0.000003799442,0.0003259522],"genre_scores_gemma":[0.9985819,0.0009633311,0.000106808,0.00005267217,0.00002111013,0.00001690634,0.0001302438,0.000003116212,0.0001240453],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006272805,"threshold_uncertainty_score":0.01247257,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006149965685564333,"score_gpt":0.2594657075248303,"score_spread":0.253315741839266,"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."}}