{"id":"W3119345272","doi":"10.1213/ane.0000000000005419","title":"Keeping an Open Mind: Tracheostomy for Patients With Coronavirus Disease 2019","year":2021,"lang":"en","type":"letter","venue":"Anesthesia & Analgesia","topic":"Tracheal and airway disorders","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Face shield; Personal protective equipment; SAFER; Patient safety; Medical emergency; Percutaneous; Tracheotomy; Health care; Airway; Intensive care medicine; Coronavirus disease 2019 (COVID-19); Surgery; Disease; Infectious disease (medical specialty)","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":[0.003162482,0.000978751,0.001281949,0.0009330466,0.001896033,0.003956653,0.00282674,0.01195763,0.0067821],"category_scores_gemma":[0.03566992,0.0005413241,0.00121971,0.000594069,0.001892568,0.004369987,0.001031684,0.01732906,0.003259073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001985224,"about_ca_system_score_gemma":0.002312322,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001482322,"about_ca_topic_score_gemma":0.003201987,"domain_scores_codex":[0.9968039,0.001082901,0.0004385568,0.0004086031,0.000952904,0.0003131464],"domain_scores_gemma":[0.9865249,0.006426336,0.001277092,0.0002596778,0.003455592,0.002056297],"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":[0.0000810293,0.00003279323,0.000698458,0.0004210026,0.00003765798,0.001146628,0.0001291705,0.00005678842,0.00007704922,0.0006755112,0.979,0.01764379],"study_design_scores_gemma":[0.0001452943,0.0002133811,0.002544225,0.004082227,0.0001610314,0.009287268,0.0009100498,0.0008494348,0.000509092,0.003996631,0.9771828,0.0001186348],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0008881141,0.0145994,0.0004610897,0.5788838,0.402623,0.00002503868,0.00009169168,0.000103047,0.002324801],"genre_scores_gemma":[0.008939224,0.0157933,0.0005145402,0.3587897,0.6116141,0.00003905567,0.00005585872,0.00007730773,0.004176943],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.01195763,"threshold_uncertainty_score":0.02268833,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03553373753291642,"score_gpt":0.29924340529864,"score_spread":0.2637096677657235,"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."}}