{"id":"W3136740624","doi":"10.1177/01455613211001595","title":"Percutaneous Tracheostomy With a Demistifier Canopy in the COVID-19 Era: A Safe Technique in the Intensive Care Unit","year":2021,"lang":"en","type":"review","venue":"Ear Nose & Throat Journal","topic":"Tracheal and airway disorders","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Victoria Hospital","funders":"","keywords":"Medicine; Coronavirus disease 2019 (COVID-19); Pandemic; Intensive care unit; Percutaneous; Multidisciplinary approach; Medical emergency; Otorhinolaryngology; Protocol (science); Intensive care medicine; Health care; Emergency medicine; Surgery; Infectious disease (medical specialty); Disease; Internal medicine","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":[0.001520001,0.0005742651,0.0008182552,0.001464929,0.0004496143,0.0009273289,0.000787206,0.001100203,0.0007639815],"category_scores_gemma":[0.002579763,0.000178214,0.0005692556,0.0009651516,0.0005214156,0.001296132,0.0006044916,0.001062845,0.0003290767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000418629,"about_ca_system_score_gemma":0.002109713,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008804842,"about_ca_topic_score_gemma":0.002349471,"domain_scores_codex":[0.9990544,0.0003454633,0.0002042026,0.00009770398,0.0002367849,0.00006141274],"domain_scores_gemma":[0.9988493,0.000627826,0.0002932104,0.00003456812,0.0001221898,0.00007298799],"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":[0.0002523175,0.0001612742,0.005653588,0.04699597,0.0001943947,0.00590694,0.0003751683,0.0003552058,0.003106371,0.001060876,0.008394958,0.927543],"study_design_scores_gemma":[0.0002820459,0.003258104,0.1151223,0.1151736,0.002131792,0.2250855,0.004012886,0.001166236,0.006207973,0.003065858,0.5242391,0.0002546407],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003540403,0.9945692,0.0003565197,0.0004000798,0.0001953091,0.00003339949,0.0000122411,0.000008742867,0.0008840996],"genre_scores_gemma":[0.02936938,0.9679005,0.001741783,0.0003897136,0.0003023392,0.00007019573,0.00003742679,0.000003450682,0.0001852484],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.001520001,"threshold_uncertainty_score":0.00803864,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07256034813727837,"score_gpt":0.3741665100817469,"score_spread":0.3016061619444685,"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."}}