{"id":"W2312698043","doi":"10.1097/mlr.0b013e3181ef60a2","title":"Costs Attributable to Healthcare-Acquired Infection in Hospitalized Adults and a Comparison of Economic Methods","year":2010,"lang":"en","type":"article","venue":"Medical Care","topic":"Nosocomial Infections in ICU","field":"Medicine","cited_by":166,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"U.S. Public Health Service","keywords":"Medicine; Ordinary least squares; Logistic regression; Propensity score matching; Health care; Emergency medicine; Demography; Statistics; Surgery; Internal medicine; Mathematics","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":[0.01879545,0.0009443023,0.0007911376,0.004329652,0.0003049757,0.00187678,0.0009407575,0.0008932452,0.002883381],"category_scores_gemma":[0.05117235,0.0003361564,0.003796105,0.002301834,0.0006109806,0.001592987,0.001538892,0.001120811,0.0001439845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004388649,"about_ca_system_score_gemma":0.001305604,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002980486,"about_ca_topic_score_gemma":0.001928278,"domain_scores_codex":[0.9836189,0.01273411,0.0008582504,0.0004273493,0.001957179,0.0004042868],"domain_scores_gemma":[0.9615959,0.03197997,0.003374131,0.00103572,0.00149373,0.0005204056],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03670419,0.002682362,0.6458923,0.005361975,0.02604799,0.0006299663,0.0008138018,0.0661228,0.0005922308,0.03567501,0.005522033,0.1739554],"study_design_scores_gemma":[0.004252504,0.01397696,0.7995514,0.00524434,0.01063499,0.002421096,0.00256864,0.1172494,0.001676919,0.03114449,0.0109108,0.0003685759],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9548691,0.0257159,0.00568584,0.002009826,0.0002360825,0.0009860529,0.003309252,0.0000269225,0.00716095],"genre_scores_gemma":[0.9927649,0.003044734,0.002208192,0.0002080471,0.00008241257,0.0004200334,0.001071161,0.000009014221,0.0001915064],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01879545,"threshold_uncertainty_score":0.099401,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02413257887464018,"score_gpt":0.4318253021060413,"score_spread":0.4076927232314011,"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."}}