{"id":"W2891673614","doi":"10.1017/ice.2018.199","title":"The cost of managing complex surgical site infections following primary hip and knee arthroplasty: A population-based cohort study in Alberta, Canada","year":2018,"lang":"en","type":"article","venue":"Infection Control and Hospital Epidemiology","topic":"Orthopedic Infections and Treatments","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Libin Cardiovascular Institute of Alberta; University of Alberta; University of Calgary","funders":"Centers for Disease Control and Prevention","keywords":"Medicine; Activity-based costing; Cohort; Arthroplasty; Population; Indirect costs; Cohort study; Cost driver; Emergency medicine; Surgery; Internal medicine; Environmental health","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007498285,0.0001637859,0.0005804073,0.0001254784,0.0004222658,0.00001000178,0.00001101477,0.00008174886,0.00001715918],"category_scores_gemma":[0.0004305014,0.0001185421,0.00007900902,0.0001786273,0.0001707662,0.00006218009,0.00002260064,0.0001713675,0.000001892254],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001550406,"about_ca_system_score_gemma":0.0001373732,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7615517,"about_ca_topic_score_gemma":0.8004291,"domain_scores_codex":[0.9985059,0.0003166564,0.0005222915,0.0002902528,0.00009782458,0.0002670556],"domain_scores_gemma":[0.9974421,0.002035788,0.0001737687,0.0001595024,0.00008388742,0.0001049537],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009491733,0.0002569438,0.9904145,0.00001295018,0.0002304239,0.00001819497,0.00003299999,0.00006483967,0.000001618866,0.000155207,0.00004406639,0.008673333],"study_design_scores_gemma":[0.004699285,0.001488147,0.9869867,0.00002657187,0.0001969948,0.00004502631,0.00002266216,0.003243504,2.685542e-7,0.00008187579,0.003106816,0.0001021556],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955634,0.000139413,0.000377797,0.001479209,0.0004798604,0.001270472,0.00000782868,0.00002093235,0.0006610695],"genre_scores_gemma":[0.9992079,0.00005096,0.0000227281,0.0003403982,0.0001190974,0.0001543705,0.00003599407,0.00001112978,0.00005744931],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03887738,"threshold_uncertainty_score":0.4834008,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01132065416437614,"score_gpt":0.2825594570366631,"score_spread":0.271238802872287,"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."}}