{"id":"W3182443109","doi":"10.1002/ppul.25503","title":"Decannulation following tracheostomy in children: A systematic review of decannulation protocols","year":2021,"lang":"en","type":"review","venue":"Pediatric Pulmonology","topic":"Tracheal and airway disorders","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; Children’s Health Research Institute; York University; Hospital for Sick Children; SickKids Foundation; University of Toronto; Children's Hospital of Western Ontario; Western University","funders":"","keywords":"Medicine; Polysomnography; Airway obstruction; Tracheostomy tube; Airway; Bronchoscopy; Flexible bronchoscopy; Pediatrics; Intensive care medicine; 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":[0.01490803,0.001385107,0.006566138,0.01395395,0.0006144913,0.00245205,0.002417463,0.001471297,0.002761082],"category_scores_gemma":[0.07882417,0.001242229,0.00658051,0.01421554,0.001096061,0.003162415,0.00186065,0.001288567,0.0002813919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004457888,"about_ca_system_score_gemma":0.0170832,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007928282,"about_ca_topic_score_gemma":0.02243794,"domain_scores_codex":[0.981644,0.005030121,0.009706154,0.001099077,0.002189914,0.0003307299],"domain_scores_gemma":[0.9063691,0.06597703,0.01960204,0.001286059,0.006063958,0.0007018704],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00021707,0.00001450069,0.001689903,0.9606557,0.004663902,0.0001002502,0.0003567914,0.00008576812,0.0001333239,0.0001272872,0.001125457,0.03083005],"study_design_scores_gemma":[0.0001624519,0.0002037285,0.00553717,0.9552279,0.0261544,0.0003877829,0.0003845658,0.00004730303,0.0001596715,0.0001142998,0.01159058,0.00003014162],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003069002,0.9941738,0.0002372562,0.0003131388,0.0001065812,0.0005341371,0.001225122,0.00001365319,0.0003273533],"genre_scores_gemma":[0.02156053,0.974691,0.001254104,0.0004819776,0.00007581957,0.001088137,0.0007587907,0.00001149904,0.00007815759],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01490803,"threshold_uncertainty_score":0.07884216,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02747352068278862,"score_gpt":0.3676330263943952,"score_spread":0.3401595057116066,"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."}}