{"id":"W4318943887","doi":"10.1097/oi9.0000000000000231","title":"Change in Gustilo-Anderson classification at time of surgery does not increase risk for surgical site infection in patients with open fractures: A secondary analysis of a multicenter, prospective randomized controlled trial","year":2022,"lang":"en","type":"article","venue":"OTA International The Open Access Journal of Orthopaedic Trauma","topic":"Bone fractures and treatments","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Impact; McMaster University","funders":"","keywords":"Medicine; Randomized controlled trial; Grading (engineering); Surgery; Open fracture; 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":[0.009681433,0.001173018,0.00467016,0.0007599859,0.0005600493,0.001811051,0.00118069,0.001912403,0.00381726],"category_scores_gemma":[0.01784657,0.0005544162,0.00734551,0.00102954,0.001079399,0.00145806,0.0005792241,0.002074008,0.000236479],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006636584,"about_ca_system_score_gemma":0.001270008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009957582,"about_ca_topic_score_gemma":0.001172746,"domain_scores_codex":[0.9934648,0.004001143,0.0007537962,0.001019455,0.000426709,0.0003341512],"domain_scores_gemma":[0.9778844,0.01173957,0.006587839,0.001488123,0.0009651729,0.001334773],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.9082077,0.00313908,0.04983006,0.002682982,0.02615763,0.000109756,0.0001015103,0.0003963962,0.0006499626,0.0001439546,0.0006122388,0.007968852],"study_design_scores_gemma":[0.7042508,0.0968879,0.1427075,0.0005615855,0.04855396,0.0002208709,0.0002228218,0.004106575,0.0006939538,0.0007117613,0.0009467746,0.0001355198],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883789,0.007892941,0.0006520743,0.0002878998,0.0003517511,0.001106155,0.0007590505,0.00003844288,0.0005328266],"genre_scores_gemma":[0.9957142,0.00101946,0.0008203994,0.000253801,0.0002531561,0.001145899,0.0005731327,0.000009961372,0.0002098812],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009681433,"threshold_uncertainty_score":0.05120093,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04051692334520589,"score_gpt":0.3645499120530145,"score_spread":0.3240329887078086,"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."}}