{"id":"W2060691504","doi":"10.1097/00005537-200303000-00025","title":"Translaryngeal Tracheostomy: Experience of 340 Cases","year":2003,"lang":"en","type":"article","venue":"The Laryngoscope","topic":"Tracheal and airway disorders","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kingston General Hospital; Western University; CARE Canada; London Health Sciences Centre","funders":"","keywords":"Medicine; Partial thromboplastin time; Intensive care unit; Complication; Surgery; Anesthesia; Intensive care medicine; Platelet; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001577099,0.0001255871,0.0002508403,0.00003366589,0.00007655249,0.000005750241,0.0001125547,0.00005420126,0.0005427506],"category_scores_gemma":[0.00007116893,0.00007787335,0.000104771,0.0002123252,0.0002088493,0.00006742142,0.000007947539,0.0001621715,0.00003500487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001013729,"about_ca_system_score_gemma":0.00007767131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001447103,"about_ca_topic_score_gemma":0.0000339852,"domain_scores_codex":[0.9991263,0.00006513824,0.0002148514,0.0001631068,0.0001969891,0.0002336092],"domain_scores_gemma":[0.9994666,0.00008503003,0.00004664544,0.0002796889,0.00003381113,0.00008824746],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.004313322,0.007715313,0.2304808,0.002242132,0.0009077808,0.00127913,0.1046906,0.00009139138,0.3529038,0.06522541,0.0142005,0.2159499],"study_design_scores_gemma":[0.01059351,0.004092193,0.1952373,0.0005539819,0.0007904551,0.001974046,0.0165628,0.000192219,0.4624647,0.002091275,0.3043066,0.001140937],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9731298,0.002809601,0.0001105878,0.0015461,0.00008338594,0.0002774437,0.000007556918,0.00004671246,0.02198882],"genre_scores_gemma":[0.9977054,0.0001259117,0.0003118942,0.0006835973,0.00002996874,0.00002159028,0.000004546156,0.00001680912,0.001100256],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2901061,"threshold_uncertainty_score":0.5942739,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02731857060527688,"score_gpt":0.2879338844259679,"score_spread":0.260615313820691,"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."}}