{"id":"W3164067153","doi":"10.1017/ice.2021.217","title":"Economic burden of surgical management of surgical site infections following hip and knee replacements in Calgary, Alberta, Canada","year":2021,"lang":"en","type":"article","venue":"Infection Control and Hospital Epidemiology","topic":"Orthopedic Infections and Treatments","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; University of Calgary","funders":"","keywords":"Medicine; Knee replacement; Hip replacement; Population; Subgroup analysis; Arthroplasty; Surgery; Internal medicine; Confidence interval","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":[0.0005354653,0.0003441902,0.0003093875,0.001340979,0.001080047,0.001352664,0.0009637723,0.0004173645,0.001469011],"category_scores_gemma":[0.002831378,0.0002468873,0.0004055021,0.002635916,0.0005733176,0.0002758484,0.0008997498,0.0006802227,0.00009938796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03478351,"about_ca_system_score_gemma":0.03685019,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9871914,"about_ca_topic_score_gemma":0.9923245,"domain_scores_codex":[0.998776,0.0001558333,0.00007459526,0.0000664782,0.0005680266,0.0003589585],"domain_scores_gemma":[0.9983289,0.0001274147,0.0005146909,0.00002452616,0.0005057385,0.0004986548],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001280135,0.00006688608,0.9864162,0.00009280034,0.0001692135,0.0003412209,0.0001764196,0.00116367,0.0001468409,0.0002503667,0.002788586,0.008259857],"study_design_scores_gemma":[0.00002398855,0.00003752542,0.9967436,0.00007498913,0.00004015445,0.0001687906,0.0007543173,0.001183858,0.00002743042,0.00004409448,0.0008907869,0.00001050924],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9878592,0.002814821,0.0001275171,0.001500117,0.00003022026,0.00007910435,0.004617118,0.00001106073,0.002960739],"genre_scores_gemma":[0.9949901,0.00179297,0.0002031933,0.0002538538,0.00002287785,0.00001459375,0.001868746,0.000002928116,0.0008508387],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03478351,"threshold_uncertainty_score":0.2523732,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007843260721635667,"score_gpt":0.2694232818494486,"score_spread":0.2615800211278129,"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."}}