{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000402144,0.000154076,0.0007243014,0.0001123786,0.00007038051,0.000003276563,0.00001077167,0.0001276675,0.00008849469],"category_scores_gemma":[0.00007175838,0.0001393055,0.0001336285,0.0001082349,0.00008819107,0.00005969903,0.00004558452,0.0001474609,0.000002176186],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001393861,"about_ca_system_score_gemma":0.0001394968,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5663435,"about_ca_topic_score_gemma":0.1756279,"domain_scores_codex":[0.9985386,0.0001921398,0.0006430038,0.0003261199,0.00006476271,0.0002353716],"domain_scores_gemma":[0.9988049,0.0007003044,0.0001725662,0.0001555009,0.00004553326,0.0001212481],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001007671,0.0001860459,0.9919366,0.00008268635,0.0005460199,0.0002850632,0.00003613396,0.0001539617,0.000006447164,0.001455932,0.00007632172,0.005133988],"study_design_scores_gemma":[0.01208659,0.0009878767,0.9634343,0.0001457605,0.0004143562,0.0004694241,0.00005245212,0.001490512,0.00002208766,0.000189521,0.02053879,0.0001683174],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932367,0.0008561617,0.00007264579,0.00141538,0.0004348469,0.0003317869,0.00001319574,0.000009770287,0.003629553],"genre_scores_gemma":[0.9977411,0.001502368,0.0000645977,0.00005579116,0.00006668572,0.00004674013,0.00003678028,0.000009343426,0.0004766071],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3907156,"threshold_uncertainty_score":0.8394147,"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."}}