{"id":"W4288063394","doi":"10.1097/bot.0000000000002293","title":"Open Ankle Fractures: What Predicts Infection? A Multicenter Study","year":2021,"lang":"en","type":"article","venue":"Journal of Orthopaedic Trauma","topic":"Bone fractures and treatments","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Victoria Hospital; London Health Sciences Centre","funders":"","keywords":"Medicine; Malunion; Ankle; Nonunion; Retrospective cohort study; Surgery; Pilon fracture; External fixation","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":[0.004063203,0.0003525028,0.0007239315,0.001243668,0.0004658927,0.001182207,0.0007075944,0.000730692,0.001804372],"category_scores_gemma":[0.01947291,0.0004098526,0.0007692783,0.001798237,0.0004174397,0.0008994486,0.0006556798,0.000419108,0.0002962007],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002818806,"about_ca_system_score_gemma":0.0003900189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001121198,"about_ca_topic_score_gemma":0.001170442,"domain_scores_codex":[0.9966767,0.001484076,0.0005542013,0.0004987357,0.0005593128,0.000226974],"domain_scores_gemma":[0.9835787,0.003637481,0.009569601,0.0008457192,0.001258071,0.001110437],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002185012,0.00002900851,0.9986187,0.00003402791,0.00009877526,0.00006483006,0.00004023099,0.0000106148,0.00005541488,0.000006790074,0.00006191369,0.0007610918],"study_design_scores_gemma":[0.00007648332,0.0005164592,0.9968309,0.0001071779,0.000180299,0.001372677,0.0003847325,0.0001500521,0.00005913511,0.00002248309,0.0002911551,0.000008341379],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967604,0.002218191,0.0001622327,0.0001217866,0.00001268128,0.00004871479,0.0003797123,0.000003072308,0.0002931799],"genre_scores_gemma":[0.9989763,0.0003673453,0.0001663531,0.0000470476,0.00004090994,0.00003635664,0.0003341809,0.000002381826,0.00002908587],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004063203,"threshold_uncertainty_score":0.02148855,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02706531131609935,"score_gpt":0.3374920824773672,"score_spread":0.3104267711612678,"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."}}