{"id":"W2410086304","doi":"10.5603/ait.a2016.0016","title":"Early versus late tracheostomy in cardiovascular intensive care patients","year":2016,"lang":"en","type":"article","venue":"Anaesthesiology Intensive Therapy","topic":"Tracheal and airway disorders","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network; Toronto General Hospital","funders":"","keywords":"Intensive care; Medicine; Intensive care unit; Intensive care 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001082245,0.000138245,0.0002834385,0.0004847555,0.000350717,0.0006067973,0.0002301073,0.0003277955,0.001398781],"category_scores_gemma":[0.004310961,0.0001153033,0.0003940852,0.0004853813,0.0003022806,0.0004465021,0.0005433832,0.0005866874,0.0001021363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003964903,"about_ca_system_score_gemma":0.0004300862,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005627464,"about_ca_topic_score_gemma":0.001345369,"domain_scores_codex":[0.9992524,0.0002296412,0.0001098513,0.0001123114,0.0001184794,0.0001772875],"domain_scores_gemma":[0.9951775,0.001372166,0.00243083,0.00008687072,0.000176982,0.000755684],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000376725,0.00003797439,0.9973018,0.00002723757,0.00002680954,0.0001503147,0.00004673073,0.00002844441,0.0001360158,0.00002070071,0.00006235165,0.001784967],"study_design_scores_gemma":[0.00002037256,0.0007721861,0.997159,0.00004174872,0.0000374492,0.001179566,0.0003594917,0.0001305218,0.0001212478,0.00004007969,0.0001340053,0.000004449894],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999083,0.0004635894,0.00005293701,0.00005620747,0.000009224963,0.000008496246,0.00008728312,9.237837e-7,0.0002384733],"genre_scores_gemma":[0.9996575,0.0001273336,0.00004980355,0.00003171052,0.00001782628,0.000006810907,0.00008712624,5.732867e-7,0.00002126438],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001398781,"threshold_uncertainty_score":0.005723536,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02316504133074175,"score_gpt":0.2601561463689497,"score_spread":0.2369911050382079,"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."}}