{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01621485,0.0006049665,0.004159217,0.001554209,0.0002344206,0.001560267,0.0009310507,0.001553658,0.002560754],"category_scores_gemma":[0.07914616,0.0003367735,0.005678463,0.002115375,0.0006949638,0.001188182,0.0006132179,0.001498997,0.0001535814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008267625,"about_ca_system_score_gemma":0.001302293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001209795,"about_ca_topic_score_gemma":0.002231376,"domain_scores_codex":[0.9858187,0.007345111,0.004162892,0.001064452,0.001364936,0.0002439071],"domain_scores_gemma":[0.8774109,0.09403408,0.02429669,0.001275083,0.002335414,0.0006477842],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.03588792,0.0002720456,0.104198,0.531491,0.2151844,0.0002850171,0.000365988,0.0006968514,0.0008301478,0.0006388974,0.002417395,0.1077323],"study_design_scores_gemma":[0.01865898,0.01081766,0.3227253,0.2086536,0.4231489,0.001146241,0.0005462227,0.001662614,0.001063168,0.002614511,0.008792335,0.0001704826],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.07749538,0.9172651,0.0007425019,0.001754055,0.0003529345,0.0003581264,0.0009999061,0.00001422928,0.001017915],"genre_scores_gemma":[0.7942738,0.1984444,0.002639375,0.002111073,0.0009208473,0.0005949726,0.0008187793,0.00001176902,0.0001850011],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01621485,"threshold_uncertainty_score":0.08575332,"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."}}