{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001675052,0.0003783161,0.0007741451,0.0003895989,0.0001843427,0.0004760682,0.000252294,0.0003665515,0.001916915],"category_scores_gemma":[0.005904102,0.0001932541,0.0008388159,0.0002942415,0.0004952644,0.0006893701,0.0003174207,0.0003634178,0.0001891185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002305102,"about_ca_system_score_gemma":0.0005163722,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001781199,"about_ca_topic_score_gemma":0.0007381003,"domain_scores_codex":[0.9986873,0.0004819143,0.0001646586,0.0001216809,0.0004014403,0.0001430387],"domain_scores_gemma":[0.9935631,0.004208946,0.001153789,0.0001356481,0.0002142795,0.0007244],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.2826145,0.004426373,0.4355884,0.002845643,0.002376464,0.001033829,0.0004411141,0.002039613,0.008175569,0.0003923171,0.0005608937,0.2595053],"study_design_scores_gemma":[0.02274854,0.3744428,0.583399,0.0006966772,0.001794203,0.006012966,0.000762434,0.001879125,0.004699429,0.0005245545,0.002950106,0.00009005568],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995805,0.003305942,0.0002644569,0.00003363222,0.00002543402,0.0000640517,0.00005650608,0.000004200142,0.0004408107],"genre_scores_gemma":[0.9963188,0.002179036,0.0007088122,0.00006973212,0.0001391939,0.0001432315,0.0002377806,0.000004489208,0.0001989904],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001916915,"threshold_uncertainty_score":0.008858621,"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."}}