{"id":"W3087602506","doi":"10.1186/s40635-020-00344-w","title":"The relationship between immune status as measured by stimulated ex-vivo tumour necrosis factor alpha levels and the acquisition of nosocomial infections in critically ill mechanically ventilated patients","year":2020,"lang":"en","type":"article","venue":"Intensive Care Medicine Experimental","topic":"Nosocomial Infections in ICU","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; Kingston Health Sciences Centre","funders":"Southeastern Ontario Academic Medical Organization; Lotte and John Hecht Memorial Foundation","keywords":"Medicine; Critically ill; Immune status; Immune system; In vivo; Tumor necrosis factor alpha; Ex vivo; Intensive care medicine; Alpha (finance); Immunology; Surgery","routes":{"ca_aff":true,"ca_fund":true,"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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0002292303,0.0003132804,0.0007136892,0.0001208512,0.0003150139,0.00003124532,0.0001505686,0.0001943717,0.0001499622],"category_scores_gemma":[0.01617143,0.0002046398,0.000165141,0.0004828602,0.0009562912,0.0001253777,0.0001480724,0.0006543083,0.00001162872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004801975,"about_ca_system_score_gemma":0.0001588772,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000967417,"about_ca_topic_score_gemma":0.00002116547,"domain_scores_codex":[0.9973255,0.0003514481,0.000966624,0.0003932845,0.0005907522,0.0003724291],"domain_scores_gemma":[0.9933999,0.001734373,0.0002437638,0.0002891642,0.004064345,0.0002684753],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.003041906,0.0002578929,0.2493987,0.0000738279,0.0003546734,0.00001905528,0.02795101,0.000004928947,0.7128738,0.000636455,0.004963113,0.0004245881],"study_design_scores_gemma":[0.0313297,0.00655876,0.3474288,0.0009721245,0.0006053895,0.00004377888,0.04268797,0.00009030088,0.5681989,0.0004075741,0.001148957,0.0005277186],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9867147,0.001718383,0.0001679142,0.008712235,0.0005395913,0.001707459,0.0001575315,0.00007337652,0.0002087842],"genre_scores_gemma":[0.9961464,0.00002678685,0.00004029723,0.003282459,0.0001724675,0.0000858925,0.0001784741,0.00004534837,0.00002183886],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1446749,"threshold_uncertainty_score":0.9921158,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03967386437928212,"score_gpt":0.3348057944222272,"score_spread":0.2951319300429451,"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."}}