{"id":"W2258181425","doi":"10.1177/1071100715609182","title":"Predictors of Postoperative Wound Necrosis Following Primary Wound Closure of Open Ankle Fractures","year":2016,"lang":"en","type":"article","venue":"Foot & Ankle International","topic":"Foot and Ankle Surgery","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Medicine; Ankle; Surgery; Debridement (dental); Necrosis; Open fracture; Wound closure; Wound healing; 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":[0.0004560287,0.0002207696,0.000310195,0.0005671951,0.0002144125,0.000488049,0.0002977773,0.0003240816,0.003354831],"category_scores_gemma":[0.006086261,0.0001537617,0.0003664201,0.0005937438,0.0003170886,0.0003244807,0.0003104341,0.000459459,0.0002367142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001769347,"about_ca_system_score_gemma":0.0003548331,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006146954,"about_ca_topic_score_gemma":0.0006208435,"domain_scores_codex":[0.9995537,0.00009158398,0.00007765341,0.00005579899,0.0001438841,0.00007718922],"domain_scores_gemma":[0.9937741,0.001705957,0.003481905,0.0001655199,0.0004334067,0.0004391997],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001511755,0.00002535929,0.9977289,0.00003021427,0.00002414748,0.0001804453,0.00001331174,0.00003109575,0.00007440826,0.000005609642,0.00004136707,0.001693952],"study_design_scores_gemma":[0.00001017987,0.0003282936,0.9963812,0.0000484404,0.00004980658,0.002630657,0.0001392299,0.0001505207,0.0001058706,0.00004116674,0.0001103305,0.000004334368],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985422,0.0009579629,0.0001398493,0.00003121866,0.000008074799,0.000009958796,0.00006582849,0.000002327022,0.0002426215],"genre_scores_gemma":[0.9995602,0.000239558,0.00005954954,0.000006798304,0.00001106593,0.00000506945,0.00007840669,0.000001023698,0.00003822422],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003354831,"threshold_uncertainty_score":0.01122296,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01894883042788984,"score_gpt":0.302841459963199,"score_spread":0.2838926295353091,"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."}}