{"id":"W2059940300","doi":"10.1067/mhn.2003.90","title":"Percutaneous Dilation Tracheotomy Versus Surgical Tracheotomy: Our Experience","year":2003,"lang":"en","type":"article","venue":"Otolaryngology","topic":"Tracheal and airway disorders","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Barrick Gold (Canada)","funders":"","keywords":"Medicine; Tracheotomy; Surgery; Percutaneous; Otorhinolaryngology; Subcutaneous emphysema; Intubation; Mechanical ventilation; Anesthesia; Pneumothorax","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":[0.001351345,0.000487194,0.0004124808,0.0007200306,0.0007141086,0.0009453384,0.0005433969,0.0008898868,0.00191824],"category_scores_gemma":[0.004910192,0.0002772406,0.0004460868,0.0008336143,0.0006537368,0.0007420711,0.0008608731,0.0006368315,0.0003273168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006013973,"about_ca_system_score_gemma":0.0005541912,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006325253,"about_ca_topic_score_gemma":0.001215426,"domain_scores_codex":[0.9987355,0.0003472613,0.0001502594,0.0002171146,0.0002678202,0.0002820758],"domain_scores_gemma":[0.9979494,0.0009182713,0.0003840672,0.00009896648,0.00007763517,0.0005716807],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002102013,0.001327656,0.7951818,0.0004168819,0.0001692861,0.05251165,0.002965268,0.0006631312,0.004425002,0.0004677702,0.001934939,0.1378347],"study_design_scores_gemma":[0.0003493328,0.0103837,0.5637141,0.0003907924,0.0002638643,0.4063114,0.00462103,0.002433962,0.004227674,0.0004187551,0.006776454,0.0001089765],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952669,0.002616902,0.0005135435,0.0002282455,0.00004119116,0.00001824818,0.00003601043,0.0000107259,0.001268204],"genre_scores_gemma":[0.9976592,0.001222392,0.0005976841,0.0001911433,0.0001079343,0.00001405289,0.00004667202,0.000007466475,0.0001534651],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00191824,"threshold_uncertainty_score":0.007146657,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02549812587603289,"score_gpt":0.3059041324359081,"score_spread":0.2804060065598752,"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."}}