{"id":"W2028187886","doi":"10.2106/jbjs.l.00545","title":"Delayed Wound Closure Increases Deep-Infection Rate Associated with Lower-Grade Open Fractures","year":2014,"lang":"en","type":"article","venue":"Journal of Bone and Joint Surgery","topic":"Bone fractures and treatments","field":"Medicine","cited_by":97,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Surgery; Confidence interval; McNemar's test; Open fracture; Debridement (dental); Propensity score matching; Orthopedic 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":[0.000574281,0.000158188,0.0003738287,0.0004993184,0.0002047043,0.0004929312,0.0002661318,0.0002850593,0.002082473],"category_scores_gemma":[0.00599173,0.0001544242,0.0003895214,0.0004173164,0.0003340789,0.0001907702,0.0003228828,0.000546334,0.0001315557],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002966854,"about_ca_system_score_gemma":0.0002960805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009059677,"about_ca_topic_score_gemma":0.0008286597,"domain_scores_codex":[0.9992505,0.0001825995,0.0001065506,0.0001496052,0.0002063711,0.0001045308],"domain_scores_gemma":[0.993083,0.001176272,0.004670901,0.0002618721,0.0003750579,0.0004328846],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001704542,0.0000370275,0.9956419,0.00001875289,0.00003547085,0.0001369389,0.00003429968,0.00005001271,0.000442073,0.000014345,0.0000465944,0.003371987],"study_design_scores_gemma":[0.00001077436,0.0002256347,0.9967124,0.00002013221,0.00004740561,0.001931617,0.000137009,0.0003049442,0.0003871158,0.00004336936,0.0001742194,0.000005363653],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999171,0.0004124401,0.0002266143,0.00002308564,0.000005283214,0.000004449672,0.00002301411,0.000002884873,0.0001312709],"genre_scores_gemma":[0.9997538,0.00009151788,0.00008285885,0.000007682988,0.000005284143,0.000002093335,0.00002614799,0.000001219151,0.00002944477],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002082473,"threshold_uncertainty_score":0.006966531,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01978420573729357,"score_gpt":0.2686865565118737,"score_spread":0.2489023507745802,"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."}}