{"id":"W4242500159","doi":"10.1053/j.sempedsurg.2016.02.014","title":"Pediatric tracheostomy","year":2016,"lang":"en","type":"review","venue":"Seminars in Pediatric Surgery","topic":"Tracheal and airway disorders","field":"Medicine","cited_by":77,"is_retracted":false,"has_abstract":false,"ca_institutions":"SickKids Foundation; University of Toronto; Hospital for Sick Children","funders":"","keywords":"Medicine; Tracheotomy; Airway; Tracheostomy tube; Surgery; Airway obstruction; Endotracheal tube; Anesthesia; Intubation","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":[0.0003115979,0.000833453,0.001211956,0.002326611,0.0004553014,0.001143906,0.0005318173,0.0009581594,0.00827542],"category_scores_gemma":[0.001370913,0.0002212647,0.0006583002,0.001529675,0.0004901834,0.001554489,0.001084777,0.001618144,0.002360753],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003959702,"about_ca_system_score_gemma":0.001575336,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005669,"about_ca_topic_score_gemma":0.001627974,"domain_scores_codex":[0.9997268,0.00003722764,0.00006518573,0.00006505401,0.00006960459,0.00003609513],"domain_scores_gemma":[0.9995957,0.0001722025,0.00009821808,0.00001417944,0.0000539047,0.00006585157],"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":[0.00007976552,0.000059574,0.001457015,0.01663563,0.0001361369,0.003486383,0.00007561978,0.0002190935,0.001111657,0.001044542,0.03508728,0.9406074],"study_design_scores_gemma":[0.0001092804,0.0001901823,0.009903339,0.03146974,0.001019161,0.06317314,0.0003633619,0.0002581033,0.001233961,0.001989209,0.8902128,0.00007775392],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005326644,0.995088,0.0002506448,0.0003597905,0.0008319481,0.00000777778,0.00003086227,0.0000190791,0.002879138],"genre_scores_gemma":[0.006958678,0.9883516,0.000549059,0.0009550055,0.001395002,0.00001477792,0.000139755,0.000005910353,0.001630191],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00827542,"threshold_uncertainty_score":0.02768403,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03568218899504624,"score_gpt":0.3128418092721943,"score_spread":0.2771596202771481,"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."}}