{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006471108,0.0003331866,0.0002760681,0.0009233283,0.0001994049,0.000518822,0.0003934904,0.0002773958,0.001075518],"category_scores_gemma":[0.003946932,0.0001721013,0.0006398991,0.001172196,0.0001895787,0.0004334309,0.0005466684,0.0003589331,0.00009201574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001010074,"about_ca_system_score_gemma":0.0005855837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005639047,"about_ca_topic_score_gemma":0.007199597,"domain_scores_codex":[0.9989358,0.0003784074,0.0001915433,0.0001166576,0.0002097993,0.0001678249],"domain_scores_gemma":[0.9976032,0.0003613854,0.001508724,0.00006869941,0.0002289825,0.0002290376],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000121093,0.00002980223,0.9965535,0.00003026967,0.0002529877,0.00007792723,0.00001312765,0.0003428026,0.00007390395,0.00004245725,0.0001935552,0.002268498],"study_design_scores_gemma":[0.00001324855,0.00007915621,0.9984169,0.00001623306,0.0000473961,0.0003981892,0.00005059826,0.0007041494,0.00006330842,0.0000314327,0.0001759886,0.000003384607],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979883,0.0006803634,0.00007094574,0.00007397092,0.000008802675,0.000005831178,0.000959151,0.000002860218,0.0002097729],"genre_scores_gemma":[0.9982617,0.000205714,0.00009813604,0.000023394,0.00001852378,0.000006033541,0.00131019,0.000001080763,0.00007522069],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005639047,"threshold_uncertainty_score":0.01121247,"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."}}