{"id":"W2069822373","doi":"10.1067/mhn.2000.104628","title":"Comparison of open, percutaneous, and translaryngeal tracheostomies","year":2000,"lang":"en","type":"article","venue":"Otolaryngology","topic":"Tracheal and airway disorders","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Medicine; Surgery; Complication; Tracheotomy; Airway; Percutaneous; Pneumothorax; Perioperative; Intubation; Accidental; Mechanical ventilation; Pneumonia; Anesthesia","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007488171,0.0001186251,0.0005032753,0.00005067133,0.00005169146,0.000009211441,0.0001258841,0.0001241259,0.001779127],"category_scores_gemma":[0.000009654511,0.0001020958,0.00005344831,0.00008390152,0.0002302583,0.00007323062,0.00001985579,0.0001848513,0.00002821887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006610454,"about_ca_system_score_gemma":0.00003682643,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001934578,"about_ca_topic_score_gemma":0.0001140367,"domain_scores_codex":[0.9991973,0.00004500638,0.0002607038,0.0002180936,0.00008264289,0.0001962331],"domain_scores_gemma":[0.9996331,0.00004937978,0.00003555928,0.000160596,0.00002090214,0.0001004253],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002625143,0.00170713,0.5495641,0.0004578086,0.0001923282,0.0002413189,0.005363055,0.00001343143,0.04173147,0.002669595,0.002383837,0.3930508],"study_design_scores_gemma":[0.004806472,0.003858149,0.8803266,0.0001131836,0.0003706254,0.004490197,0.001052974,0.001197268,0.005343355,0.0009510664,0.09703736,0.000452748],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.968483,0.00224766,0.00001361344,0.002479684,0.000024238,0.0003262067,0.00001082841,0.00003243158,0.02638238],"genre_scores_gemma":[0.9969576,0.0002269148,0.001028611,0.0004296433,0.00002189708,0.000008442315,0.00002314485,0.00001485298,0.001288904],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3925981,"threshold_uncertainty_score":0.9991334,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02810086052588054,"score_gpt":0.3416293775685868,"score_spread":0.3135285170427063,"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."}}