{"id":"W2080376374","doi":"10.1177/0194599814561606","title":"Early versus Late Tracheostomy","year":2014,"lang":"en","type":"review","venue":"Otolaryngology","topic":"Tracheal and airway disorders","field":"Medicine","cited_by":114,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Mechanical ventilation; Sedation; Intensive care unit; Incidence (geometry); Pneumonia; Meta-analysis; Intubation; Confidence interval; Ventilator-associated pneumonia; MEDLINE; Mortality rate; Intensive care; Relative risk; Randomized controlled trial; Emergency medicine; Anesthesia; Intensive care medicine; Surgery; 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001604099,0.0004532985,0.002399922,0.0002171264,0.00005754215,0.00001074526,0.0002244065,0.0008242769,0.0004049837],"category_scores_gemma":[0.00008120784,0.0003500706,0.0007274374,0.0002252999,0.0001089864,0.00003591522,0.00005772003,0.0009079878,0.002263188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005875135,"about_ca_system_score_gemma":0.0002141538,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004030791,"about_ca_topic_score_gemma":0.000009957213,"domain_scores_codex":[0.9981423,0.0001677611,0.0005222417,0.0005232581,0.0001545907,0.0004898217],"domain_scores_gemma":[0.9988165,0.0002170835,0.0002228152,0.000479017,0.00003706505,0.0002275047],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001241038,0.0001045481,0.00003601143,0.01146486,0.0003316768,0.0001302769,0.00002807863,4.223006e-8,3.497436e-7,0.0008275796,0.000801621,0.9861509],"study_design_scores_gemma":[0.001391366,0.0008127122,0.0002622789,0.001844134,0.001597903,0.0001614908,0.000001670893,0.000003082995,1.482358e-7,0.00002875839,0.9936015,0.000294938],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007047284,0.9792133,0.00001374281,0.0001585608,0.0007020477,0.0007865469,0.00001568929,0.000161268,0.01824413],"genre_scores_gemma":[0.0001921089,0.99541,0.0001091101,0.0001802878,0.0003966701,0.000132653,0.0002407457,0.00009778188,0.003240657],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9927999,"threshold_uncertainty_score":0.9998952,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04370520912909216,"score_gpt":0.3408463011714905,"score_spread":0.2971410920423984,"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."}}