{"id":"W2157021598","doi":"10.1186/cc13761","title":"Percutaneous dilatational tracheostomy: mostly safe, but do benefits outweigh risks?","year":2014,"lang":"en","type":"letter","venue":"Critical Care","topic":"Tracheal and airway disorders","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Muscular Dystrophy Canada; Institute for Work & Health; Sunnybrook Health Science Centre","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Intensive care medicine; Tracheotomy; Percutaneous; Intubation; Mechanical ventilation; Medical emergency; Surgery; Anesthesia","routes":{"ca_aff":true,"ca_fund":true,"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":[0.006004501,0.0007574164,0.001924376,0.0008497143,0.002181151,0.003405858,0.001429645,0.02038774,0.004699467],"category_scores_gemma":[0.04214032,0.0004515873,0.0009397554,0.000848715,0.005401774,0.009589577,0.001148096,0.01797631,0.00331921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00367549,"about_ca_system_score_gemma":0.001802246,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001669929,"about_ca_topic_score_gemma":0.002945804,"domain_scores_codex":[0.9946898,0.002391725,0.000737731,0.0004885381,0.001275834,0.0004162726],"domain_scores_gemma":[0.9747048,0.01876655,0.002239782,0.0006088547,0.00234924,0.001330788],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001053861,0.0002758742,0.03147872,0.002094312,0.0004914506,0.1459405,0.001635421,0.0007833058,0.003165107,0.04256054,0.476685,0.293836],"study_design_scores_gemma":[0.000674128,0.0007807182,0.01752234,0.006893103,0.0004442641,0.3504696,0.008608765,0.002245071,0.001854458,0.1980859,0.4119964,0.0004251611],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.003972532,0.01897863,0.0006690168,0.9676065,0.004066815,0.00001156136,0.00002604307,0.00002621771,0.004642719],"genre_scores_gemma":[0.1067415,0.04594301,0.002510851,0.7225369,0.1188887,0.00005254011,0.00004715521,0.00005731189,0.003222051],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02038774,"threshold_uncertainty_score":0.03175521,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05404387101256322,"score_gpt":0.3252982694200061,"score_spread":0.2712543984074428,"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."}}