{"id":"W4319656928","doi":"10.1001/jamaoto.2022.4824","title":"Complication Rate of Percutaneous Dilatational Tracheostomy in Critically Ill Adults With Obesity","year":2023,"lang":"en","type":"review","venue":"JAMA Otolaryngology–Head & Neck Surgery","topic":"Tracheal and airway disorders","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Medicine; Perioperative; Contraindication; Percutaneous; Population; Meta-analysis; Observational study; Complication; MEDLINE; Cochrane Library; Systematic review; Surgery; Intensive care medicine; Internal medicine; Pathology","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":[0.01116172,0.0008226227,0.00485339,0.004360601,0.0002313242,0.001482862,0.0009369584,0.001351212,0.001647681],"category_scores_gemma":[0.05496576,0.0005204156,0.01153945,0.004639538,0.0003861293,0.001257095,0.0007948296,0.001299565,0.0001246826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001277419,"about_ca_system_score_gemma":0.001299562,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002331362,"about_ca_topic_score_gemma":0.002784438,"domain_scores_codex":[0.9877974,0.004410702,0.004748905,0.0009251887,0.001946461,0.0001713075],"domain_scores_gemma":[0.9550812,0.0274849,0.01402061,0.000822909,0.0023471,0.0002432207],"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":[0.007196192,0.0001214676,0.148579,0.508992,0.1999063,0.0004764617,0.0004005549,0.001163997,0.0005815401,0.0004011168,0.003128075,0.1290533],"study_design_scores_gemma":[0.003028144,0.002684557,0.2839101,0.1657345,0.5276373,0.00365668,0.0006209498,0.001534155,0.001144435,0.001358945,0.008463917,0.0002264696],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02378771,0.9734429,0.0005443991,0.0004155489,0.0002036393,0.0002055157,0.0008771242,0.00001342032,0.000509778],"genre_scores_gemma":[0.4521215,0.5414481,0.002437853,0.0009359621,0.0007029258,0.0008376514,0.001286806,0.00002109005,0.0002081283],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01116172,"threshold_uncertainty_score":0.05902952,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03890826235040987,"score_gpt":0.3100221267374245,"score_spread":0.2711138643870146,"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."}}