{"id":"W4402126310","doi":"10.1016/j.xjon.2024.08.013","title":"Pediatric cardiac surgical site infections: A single-center quality improvement initiative","year":2024,"lang":"en","type":"article","venue":"JTCVS Open","topic":"Surgical site infection prevention","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Cohort; Surgical site infection; Surgery; Internal medicine","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":[0.02440898,0.000797262,0.0008154374,0.002345444,0.001274686,0.002934618,0.001919009,0.0009413272,0.001982335],"category_scores_gemma":[0.02835868,0.0003732473,0.001425568,0.003655311,0.0008216971,0.002151063,0.006140742,0.001898386,0.000284294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004446629,"about_ca_system_score_gemma":0.01630102,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009916844,"about_ca_topic_score_gemma":0.01586826,"domain_scores_codex":[0.9755136,0.0100322,0.002785959,0.002046238,0.007495477,0.002126537],"domain_scores_gemma":[0.9515541,0.005119272,0.01974251,0.002066062,0.00681459,0.0147035],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004323043,0.002223289,0.8538108,0.0005410224,0.0002950174,0.0001445888,0.0006979983,0.00074597,0.0005399003,0.0004192531,0.01199905,0.1281508],"study_design_scores_gemma":[0.0003146117,0.002128316,0.9892516,0.0004255474,0.0001190444,0.0002000345,0.0007344495,0.001642681,0.0003328541,0.0001683887,0.00465083,0.00003168777],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9306799,0.006894,0.008413091,0.02760231,0.0008041763,0.003312797,0.008319519,0.0007182445,0.01325598],"genre_scores_gemma":[0.9607731,0.002466316,0.02393305,0.003261053,0.0005477988,0.001750871,0.006509495,0.0000588007,0.0006994689],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02440898,"threshold_uncertainty_score":0.1290886,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06574078886020134,"score_gpt":0.382392443895595,"score_spread":0.3166516550353936,"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."}}