{"id":"W2130070772","doi":"10.1093/cid/cis552","title":"Costs of Healthcare- and Community-Associated Infections With Antimicrobial-Resistant Versus Antimicrobial-Susceptible Organisms","year":2012,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":226,"is_retracted":false,"has_abstract":true,"ca_institutions":"Columbia College","funders":"National Institute of Nursing Research","keywords":"Medicine; Antimicrobial; Acinetobacter baumannii; Propensity score matching; Enterococcus faecalis; Pseudomonas aeruginosa; Antibiotic resistance; Enterococcus faecium; Internal medicine; Staphylococcus aureus; Intensive care medicine; Antibiotics; Microbiology; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005706076,0.0002664772,0.0006650513,0.000111465,0.000820894,0.00002325621,0.0001565866,0.0003737753,0.0001039244],"category_scores_gemma":[0.0007039677,0.0002195568,0.0001650657,0.0003420112,0.001214492,0.0001602719,0.0001421251,0.0007942606,0.00008668218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008348479,"about_ca_system_score_gemma":0.0001702436,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001316634,"about_ca_topic_score_gemma":0.001882014,"domain_scores_codex":[0.997199,0.001332136,0.0006266579,0.0002592601,0.00004919275,0.0005337367],"domain_scores_gemma":[0.9972907,0.001529778,0.0003926932,0.0004262266,0.0002096461,0.000150905],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007625187,0.006843589,0.9493423,0.0001983107,0.0009674543,0.000003655748,0.0002630065,0.000002924578,0.03593832,0.001101122,0.00401176,0.0005650517],"study_design_scores_gemma":[0.01415225,0.007899782,0.9534991,0.000961981,0.001384513,0.00004415945,0.0008601096,0.000001183725,0.01705602,0.00008615918,0.003110575,0.0009441298],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957138,0.001378848,0.00008843512,0.0002071374,0.001319968,0.0003210909,0.0002408828,0.0001896564,0.0005402366],"genre_scores_gemma":[0.9984103,0.0007945521,0.00001450194,0.0003367971,0.00006779414,0.000004702831,0.000171577,0.00003727633,0.0001624709],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0188823,"threshold_uncertainty_score":0.8953267,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02806302499916905,"score_gpt":0.3144042100299497,"score_spread":0.2863411850307807,"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."}}