{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003435022,0.0001970406,0.0004942101,0.0002092741,0.00005621952,0.00004457864,0.0004384524,0.0001365333,0.001155833],"category_scores_gemma":[0.0003235485,0.0001353476,0.0003073036,0.0001614736,0.0001643653,0.0004734499,0.0002775465,0.0001482065,0.00001814287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001221731,"about_ca_system_score_gemma":0.0002861637,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001878269,"about_ca_topic_score_gemma":0.00003628144,"domain_scores_codex":[0.9982153,0.0000485027,0.0005591133,0.0003162669,0.0006429811,0.0002178908],"domain_scores_gemma":[0.9987151,0.0002791332,0.0002631641,0.0002799058,0.0003573482,0.0001053694],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001123369,0.0005461599,0.8237728,0.00005484486,0.001142641,0.00004519823,0.0006018832,0.000003979804,0.1430191,0.001048616,0.02048933,0.008152094],"study_design_scores_gemma":[0.004135561,0.0007105686,0.8307339,0.0009319001,0.0001495972,0.00003360984,0.0001392595,0.00001042514,0.07988283,0.001207529,0.08176253,0.0003023148],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9716258,0.0002434112,0.00009176535,0.003244901,0.001333792,0.0004226553,0.0001741368,0.00002902417,0.0228345],"genre_scores_gemma":[0.9924076,0.00003942554,0.000458441,0.000601568,0.0002792526,0.00002597665,0.0001195854,0.00002955736,0.006038624],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06313628,"threshold_uncertainty_score":0.9997572,"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."}}