{"id":"W4307280494","doi":"10.1001/jama.2022.19709","title":"Association Between Selective Decontamination of the Digestive Tract and In-Hospital Mortality in Intensive Care Unit Patients Receiving Mechanical Ventilation","year":2022,"lang":"en","type":"review","venue":"JAMA","topic":"Nosocomial Infections in ICU","field":"Medicine","cited_by":135,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Impact","funders":"","keywords":"Medicine; Mechanical ventilation; Intensive care unit; Relative risk; Incidence (geometry); Ventilator-associated pneumonia; Pneumonia; Randomized controlled trial; Intensive care; Confidence interval; Bacteremia; Internal medicine; Emergency medicine; Intensive care medicine; Antibiotics","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":[0.0004576141,0.0001730073,0.0008049717,0.0002445673,0.00005908281,0.00001305619,0.0000763373,0.0003310806,0.00001448752],"category_scores_gemma":[0.005050592,0.0001466579,0.0001607354,0.0006956244,0.00002304116,0.0001304379,0.0001031482,0.0009505934,8.641739e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002539523,"about_ca_system_score_gemma":0.0001837629,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002327233,"about_ca_topic_score_gemma":0.0002895166,"domain_scores_codex":[0.9981884,0.0005049239,0.0005870339,0.0002677951,0.0003161216,0.0001357334],"domain_scores_gemma":[0.9976587,0.0008246996,0.0007615848,0.0001597193,0.0005685987,0.00002673526],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000008197093,0.00008777725,0.6555262,0.0007623477,0.0001040544,0.000001406413,0.00099936,7.657214e-7,3.091967e-7,0.000005354606,0.00002035329,0.3424838],"study_design_scores_gemma":[0.0007474424,0.0002203687,0.9819009,0.003443022,0.0007828749,0.000001427463,0.000501035,0.000002302686,0.00002606656,0.00003802611,0.01221889,0.0001176004],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.876272,0.1191495,0.000005685603,0.00006397608,0.0006356876,0.003246123,0.000141752,0.00001967017,0.0004656374],"genre_scores_gemma":[0.7188166,0.2804502,0.00001348286,0.00001555817,0.00009423132,0.000163296,0.0004026714,0.00002622173,0.00001779782],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3423662,"threshold_uncertainty_score":0.6640764,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03799857401281446,"score_gpt":0.3481468529298174,"score_spread":0.3101482789170029,"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."}}