{"id":"W2068999113","doi":"10.2106/jbjs.c.01561","title":"The Effect of Surgical Delay on Acute Infection Following 554 Open Fractures in Children","year":2005,"lang":"en","type":"article","venue":"Journal of Bone and Joint Surgery","topic":"Bone fractures and treatments","field":"Medicine","cited_by":194,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Surgery; Debridement (dental); Medical record; Open fracture; Retrospective cohort study; Infection rate; Trauma center; Surgical emergency; Orthopedic surgery","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":[0.001742873,0.000276689,0.000358103,0.0009726454,0.0004979707,0.0006898393,0.0004112404,0.0004396805,0.002455069],"category_scores_gemma":[0.0181565,0.0002316559,0.000704693,0.0007790746,0.0008167968,0.0005517443,0.0006893369,0.0008082965,0.000156445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008828557,"about_ca_system_score_gemma":0.001035549,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003116204,"about_ca_topic_score_gemma":0.003633272,"domain_scores_codex":[0.9978549,0.0006355045,0.000301943,0.0002517604,0.0004802807,0.0004756405],"domain_scores_gemma":[0.9694006,0.01312122,0.01390007,0.0004400557,0.001200437,0.00193759],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003670297,0.0000296408,0.9967641,0.00002871413,0.0000321056,0.0003139975,0.00006797715,0.00005513016,0.00007456628,0.00001763983,0.00004897789,0.002200087],"study_design_scores_gemma":[0.00002210629,0.0009551815,0.9940467,0.00007047567,0.00008132723,0.003676862,0.0004900027,0.0001740412,0.000208674,0.00004154696,0.0002231459,0.000009993328],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982854,0.001196637,0.00006814306,0.00005799713,0.00001102155,0.000008732123,0.00005836868,0.000002178015,0.0003115466],"genre_scores_gemma":[0.9995279,0.0002940205,0.00006947741,0.00001474489,0.00001474713,0.000005058493,0.0000445676,0.000001355957,0.00002808287],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003116204,"threshold_uncertainty_score":0.009217262,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009478805500539724,"score_gpt":0.2929849752908375,"score_spread":0.2835061697902978,"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."}}