{"id":"W2113894137","doi":"10.1007/978-88-470-1601-9_29","title":"ICU-Acquired Infection: Mortality, Morbidity, and Costs","year":2011,"lang":"en","type":"book-chapter","venue":"","topic":"Nosocomial Infections in ICU","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Confounding; Critically ill; Intensive care medicine; Intensive care unit; Randomized controlled trial; Randomization; Bloodstream infection; Intensive care; Emergency medicine; Surgery; Internal 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":[0.0005772119,0.001182227,0.0009214038,0.001483297,0.0003224931,0.001951386,0.0006154944,0.00150702,0.02108265],"category_scores_gemma":[0.001902544,0.0004327192,0.0004933667,0.002817881,0.0005417712,0.002224013,0.0006195073,0.003188393,0.007875928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001152275,"about_ca_system_score_gemma":0.001316937,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003362928,"about_ca_topic_score_gemma":0.008008376,"domain_scores_codex":[0.9996756,0.00007106821,0.00002183657,0.00002802182,0.0001830044,0.00002045566],"domain_scores_gemma":[0.9994308,0.0003289933,0.00004473031,0.00001876609,0.0001308553,0.0000459219],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001609997,0.00006397154,0.0004775044,0.0003810002,0.0000218302,0.00005929714,0.0001296726,0.00100032,0.0001092232,0.02597421,0.7239509,0.247816],"study_design_scores_gemma":[0.00001010936,0.00004139091,0.00373369,0.001729539,0.00002299048,0.0006196033,0.0002034969,0.0008658278,0.00007726959,0.05198263,0.9406826,0.00003088163],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.001691983,0.6204833,0.005551721,0.038998,0.01504645,0.0000594281,0.001585677,0.0002597241,0.3163238],"genre_scores_gemma":[0.01989555,0.5954241,0.008028557,0.01696662,0.02119848,0.000169287,0.001901242,0.0002600527,0.3361562],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02108265,"threshold_uncertainty_score":0.07052845,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08987710461977289,"score_gpt":0.326767492780168,"score_spread":0.2368903881603951,"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."}}