{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000100133,0.0002963052,0.0007330029,0.0002082966,0.00005202998,0.000004946681,0.0001526186,0.0002638153,0.00005838429],"category_scores_gemma":[0.0004219999,0.0001829932,0.0004064466,0.000185062,0.0003269661,0.00009260469,0.00002736206,0.0002682013,0.0001892844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001202251,"about_ca_system_score_gemma":0.00006993194,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003579098,"about_ca_topic_score_gemma":0.00004082981,"domain_scores_codex":[0.9983159,0.0001565886,0.0003232079,0.0005110177,0.0001942057,0.0004990406],"domain_scores_gemma":[0.996932,0.0001332177,0.00007840088,0.0004789994,0.002239467,0.0001378659],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.007627166,0.0001064329,0.3822027,0.00001326812,0.000602635,0.0002326448,0.004688039,0.000003433998,0.001194624,0.00007628925,0.000437113,0.6028157],"study_design_scores_gemma":[0.01779046,0.00902549,0.9577404,0.0001263413,0.00008308536,0.000008199323,0.004692845,0.000001473203,0.001152423,0.000208278,0.008849378,0.000321609],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.990959,0.004624814,0.00001080446,0.003066061,0.0003343383,0.0005616517,0.00001052302,0.00007659215,0.000356163],"genre_scores_gemma":[0.9908575,0.002718336,0.00003255728,0.006121976,0.00006091614,0.00004973175,0.00002648075,0.0000440723,0.00008847392],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6024941,"threshold_uncertainty_score":0.7462248,"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."}}