{"id":"W3216578277","doi":"10.1002/ppul.25773","title":"Pediatric tracheostomy tube decannulation with or without polysomnography: A PRO‐CON debate","year":2021,"lang":"en","type":"review","venue":"Pediatric Pulmonology","topic":"Tracheal and airway disorders","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto; Montreal Children's Hospital","funders":"","keywords":"Medicine; Polysomnography; Tracheostomy tube; Airway; Intensive care medicine; Airway obstruction; Surgery; Anesthesia; Apnea","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":[0.002270616,0.0005445077,0.001655492,0.001391683,0.0002950522,0.001364688,0.001090783,0.001347077,0.002416573],"category_scores_gemma":[0.005171419,0.0002838043,0.0009845791,0.001561417,0.0007965474,0.00215719,0.0006942655,0.002263769,0.001045389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000657015,"about_ca_system_score_gemma":0.002758219,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001471767,"about_ca_topic_score_gemma":0.002902747,"domain_scores_codex":[0.9992374,0.0001887559,0.0001860002,0.0001217653,0.0002166546,0.00004942777],"domain_scores_gemma":[0.9966301,0.002364087,0.0003358546,0.00006111946,0.0005220852,0.00008677918],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007170405,0.0000291205,0.0006584111,0.03896425,0.0001844535,0.0002824471,0.0001448162,0.0002049411,0.0003959544,0.003782188,0.02117986,0.9341018],"study_design_scores_gemma":[0.00003640278,0.0001790441,0.003606201,0.05913985,0.0007301819,0.003762522,0.0004133913,0.0001526491,0.000447319,0.003815235,0.9276736,0.00004356999],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.00009566165,0.9984915,0.00006888581,0.0008023398,0.0001707803,0.000002267331,0.00001057856,0.000002865699,0.0003550198],"genre_scores_gemma":[0.0007880619,0.9983429,0.0001818101,0.0003798649,0.0002062989,0.000004125024,0.00001504684,0.000001812144,0.00008007623],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.002416573,"threshold_uncertainty_score":0.01200825,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04494758612481407,"score_gpt":0.3318366058139679,"score_spread":0.2868890196891538,"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."}}