{"id":"W3080654382","doi":"10.5114/ait.2020.97604","title":"Ultrasound completes but does not replace bronchoscopy in monitoring percutaneous tracheotomy","year":2020,"lang":"en","type":"letter","venue":"Anaesthesiology Intensive Therapy","topic":"Tracheal and airway disorders","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Tracheotomy; Percutaneous; Bronchoscopy; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01295695,0.000865209,0.001401557,0.002949329,0.001580955,0.004643446,0.001935442,0.004388524,0.04088026],"category_scores_gemma":[0.08599144,0.001075327,0.001264259,0.001764293,0.001952703,0.00529397,0.002237059,0.005078032,0.06054965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001539922,"about_ca_system_score_gemma":0.003091045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004674335,"about_ca_topic_score_gemma":0.00587446,"domain_scores_codex":[0.9802421,0.004010909,0.002630846,0.001079371,0.01137022,0.0006665518],"domain_scores_gemma":[0.9455885,0.02135931,0.006370207,0.004870738,0.01921832,0.002592845],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0005370548,0.0001282036,0.005932918,0.001088713,0.00003597397,0.0007206375,0.0004194195,0.0001067191,0.001756397,0.002047147,0.491739,0.4954878],"study_design_scores_gemma":[0.0001113292,0.0006712712,0.01232003,0.004346348,0.0001442521,0.005329826,0.0007042212,0.0002963693,0.005444772,0.00320001,0.9673071,0.0001245087],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.01906206,0.2391934,0.03699223,0.3057132,0.1046553,0.000788598,0.002943992,0.009141873,0.2815093],"genre_scores_gemma":[0.1768751,0.2651544,0.09606338,0.1646766,0.05253991,0.001376916,0.004441944,0.006737407,0.2321343],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.04088026,"threshold_uncertainty_score":0.1367581,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03681581497655429,"score_gpt":0.2830962124465344,"score_spread":0.2462803974699801,"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."}}