{"id":"W1977539971","doi":"10.2310/7070.2005.34508","title":"Tracheotomy in a Canadian Urban Centre","year":2005,"lang":"en","type":"article","venue":"The Journal of Otolaryngology","topic":"Tracheal and airway disorders","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trillium Health Centre","funders":"","keywords":"Medicine; Tracheotomy; Intensive care unit; Critically ill; Emergency medicine; Intensive care; Intensive care medicine; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0002613679,0.0006373476,0.0003872514,0.0008531404,0.007328763,0.001337108,0.001022194,0.000912309,0.003199714],"category_scores_gemma":[0.0009908816,0.0005428707,0.0003918398,0.001807238,0.0008194685,0.0003076988,0.001252036,0.001156358,0.0003660027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02565089,"about_ca_system_score_gemma":0.02946162,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.9217187,"about_ca_topic_score_gemma":0.9740804,"domain_scores_codex":[0.9990143,0.00004167426,0.00003629137,0.0001309533,0.0002689383,0.0005078694],"domain_scores_gemma":[0.99855,0.00005660033,0.000251147,0.00003004791,0.0003042976,0.0008079384],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002747333,0.0003031051,0.9473826,0.0001386893,0.00006003213,0.02068407,0.005570893,0.0002166412,0.001395455,0.0003380733,0.005592975,0.01804271],"study_design_scores_gemma":[0.00004243376,0.0003385769,0.9753119,0.0001483283,0.00003917818,0.008785456,0.01027627,0.0004035908,0.0002205346,0.00009138976,0.004271683,0.00007053774],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947437,0.0005608132,0.00007763637,0.0006266446,0.00004236462,0.00008353796,0.0004805724,0.0000135598,0.003371152],"genre_scores_gemma":[0.9967378,0.0005345399,0.0001992427,0.0006605608,0.00002896995,0.00002257443,0.0004117811,0.000008039181,0.0013965],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9217187,"threshold_uncertainty_score":0.1861112,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008180782973262114,"score_gpt":0.2418274454259931,"score_spread":0.233646662452731,"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."}}