{"id":"W2349894692","doi":"","title":"Charts versus Discharge ICD-10 Coding for Sternal Wound Infection Following Coronary Artery Bypass Grafting.","year":2015,"lang":"en","type":"article","venue":"PubMed","topic":"Surgical site infection prevention","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Petrel Robertson Consulting (Canada); University of Calgary; Foothills Medical Centre; Hand and Upper Limb Clinic","funders":"","keywords":"Medicine; Confidence interval; Cohort; Bypass grafting; Algorithm; Conventional PCI; Coding (social sciences); Internal medicine; Artery; ICD-10; Cardiology; Surgery; Statistics; Computer science; Myocardial infarction; Mathematics","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":[0.003651369,0.0002062279,0.0002222635,0.001684682,0.0002607387,0.0009011131,0.000374242,0.000214806,0.001595431],"category_scores_gemma":[0.03181707,0.00009786376,0.0002300619,0.001365262,0.0002119706,0.0003747667,0.0004293146,0.000383944,0.0002515568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007721385,"about_ca_system_score_gemma":0.001014994,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006091314,"about_ca_topic_score_gemma":0.006942993,"domain_scores_codex":[0.9977102,0.0008481311,0.0003233641,0.0002761513,0.0007327594,0.0001092773],"domain_scores_gemma":[0.9737248,0.012654,0.008877128,0.0005901749,0.003465366,0.0006885711],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006937005,0.0001055462,0.9726882,0.0001021376,0.00006905328,0.00004869039,0.0003076835,0.0007095705,0.0001644916,0.0002459816,0.002900345,0.02196446],"study_design_scores_gemma":[0.00008955508,0.0003924002,0.9894608,0.0001277968,0.00007501627,0.000243797,0.0005659564,0.006357975,0.0005728467,0.0002403006,0.001853438,0.00002019602],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.986852,0.000509358,0.001975425,0.0003699528,0.0001434466,0.0003347592,0.00674912,0.0001114848,0.002954428],"genre_scores_gemma":[0.9902176,0.0002005782,0.004229804,0.00008221836,0.00004596129,0.0001513508,0.004780481,0.00001355435,0.0002784814],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006091314,"threshold_uncertainty_score":0.01931047,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06872990236606989,"score_gpt":0.2986932604483322,"score_spread":0.2299633580822623,"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."}}