{"id":"W2085527396","doi":"10.1186/cc10106","title":"Ultrasound-guided tracheostomy - not for the many, but perhaps the few... or the one","year":2011,"lang":"en","type":"letter","venue":"Critical Care","topic":"Tracheal and airway disorders","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Toronto; Institute for Clinical Evaluative Sciences; Sunnybrook Health Science Centre","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Percutaneous; Point of care ultrasound; Ultrasound; Critically ill; Intensive care medicine; Intensive care; Radiology; Medical emergency","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":[0.001573943,0.0006141751,0.0007548087,0.0005555188,0.001955755,0.001849472,0.0008474664,0.01570372,0.003383502],"category_scores_gemma":[0.01189932,0.0003346922,0.0007161864,0.0004580342,0.002264944,0.003938586,0.0005143694,0.01430601,0.00306092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002453909,"about_ca_system_score_gemma":0.001262353,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001907197,"about_ca_topic_score_gemma":0.003312172,"domain_scores_codex":[0.9983734,0.000776402,0.0002088566,0.000174444,0.0003042386,0.0001626183],"domain_scores_gemma":[0.9968578,0.001433171,0.0003245597,0.0001702219,0.0006366253,0.0005776821],"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":[0.0001727158,0.0001801417,0.01775195,0.0003581226,0.00009607629,0.1324311,0.0008163447,0.0002771098,0.0013045,0.006886953,0.7790928,0.06063211],"study_design_scores_gemma":[0.0001828212,0.0003156362,0.007206484,0.001772754,0.0001311741,0.3517564,0.003930381,0.001232812,0.0009070237,0.02020893,0.6122192,0.0001364057],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.003370944,0.006022272,0.0003571365,0.9714475,0.01186515,0.00001315514,0.00001877772,0.00003729125,0.006867796],"genre_scores_gemma":[0.06034981,0.01539969,0.001312006,0.8365054,0.07435545,0.0000398718,0.00004012861,0.00003391352,0.01196385],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01570372,"threshold_uncertainty_score":0.01780444,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.102335723570506,"score_gpt":0.3328138015536704,"score_spread":0.2304780779831644,"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."}}