{"id":"W2251490213","doi":"10.1155/2014/279794","title":"Financial Impact of Health Care‐associated Infections: When Money Talks","year":2014,"lang":"en","type":"article","venue":"Canadian Journal of Infectious Diseases and Medical Microbiology","topic":"Healthcare cost, quality, practices","field":"Health Professions","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Royal Inland Hospital; Université de Sherbrooke","funders":"","keywords":"Medicine; Health care; Infection control; Incidence (geometry); Pneumonia; Health spending; Environmental health; Emergency medicine; Disease control; Antibiotic resistance; Intensive care medicine; Antibiotics; Internal medicine; Health services; Population","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.007648819,0.0007425043,0.000667694,0.002639043,0.002741867,0.01058581,0.001051084,0.005112815,0.01718137],"category_scores_gemma":[0.03873729,0.0003265506,0.0005815723,0.002562775,0.003639378,0.008875222,0.003583807,0.007543674,0.001875738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01182718,"about_ca_system_score_gemma":0.01399124,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07515488,"about_ca_topic_score_gemma":0.1172043,"domain_scores_codex":[0.9932254,0.00200558,0.0002874464,0.0001947437,0.002495043,0.001791676],"domain_scores_gemma":[0.9816853,0.005536502,0.00233779,0.0001753914,0.005215834,0.005049072],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0004041707,0.00009580752,0.01270844,0.0006763978,0.0001451098,0.0002889326,0.0009301924,0.0005130738,0.0001451255,0.03374045,0.7636076,0.1867446],"study_design_scores_gemma":[0.00018904,0.0003242461,0.08296977,0.01281115,0.0003627243,0.0006422137,0.02071395,0.0009496378,0.000439062,0.0879095,0.7923452,0.0003434647],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.007946252,0.050717,0.0002407996,0.9106931,0.006008379,0.00001602662,0.0007265495,0.00003894582,0.02361288],"genre_scores_gemma":[0.5198303,0.1582261,0.0007889455,0.2836716,0.02575192,0.00007626958,0.000964704,0.0001623227,0.01052782],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07515488,"threshold_uncertainty_score":0.1494349,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09354414530348068,"score_gpt":0.4327716067953383,"score_spread":0.3392274614918576,"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."}}