{"id":"W4282926902","doi":"10.1177/24730114221102456","title":"Factors Predictive of Early Complications Following Total Ankle Arthroplasty","year":2022,"lang":"en","type":"article","venue":"Foot & Ankle Orthopaedics","topic":"Foot and Ankle Surgery","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; Victoria Hospital; University of Toronto; London Health Sciences Centre; Western University","funders":"","keywords":"Medicine; Cohort; Complication; Logistic regression; Retrospective cohort study; Multivariate analysis; Surgery; Diabetes mellitus; Propensity score matching; Ankle; Internal medicine; Emergency 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":[0.0006044991,0.0001991922,0.0002903692,0.0006537311,0.0002839389,0.0006125882,0.0002388462,0.0002728725,0.00133948],"category_scores_gemma":[0.005953329,0.0001419042,0.0003586436,0.0007821815,0.0002349411,0.0003152208,0.0003065852,0.0005669019,0.00009755461],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002042341,"about_ca_system_score_gemma":0.0004925749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001201144,"about_ca_topic_score_gemma":0.001702022,"domain_scores_codex":[0.999301,0.0001454108,0.000155755,0.00007274673,0.0002282678,0.00009696017],"domain_scores_gemma":[0.9912459,0.001910486,0.005498008,0.0001951392,0.0005192758,0.0006311672],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004101205,0.00001979196,0.9985743,0.000009623009,0.00001794841,0.00007154109,0.00001476044,0.00001959972,0.00006994144,0.000004634366,0.00003388717,0.001122892],"study_design_scores_gemma":[0.000002805937,0.00008826605,0.9985729,0.000009290901,0.00001886711,0.0009960951,0.00006358874,0.0001175848,0.00005207965,0.00001286694,0.00006329633,0.000002237383],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999038,0.000477054,0.0001202089,0.0000484735,0.000006018186,0.000005663481,0.00008969599,0.000003242858,0.0002116206],"genre_scores_gemma":[0.999587,0.0001400813,0.00007961956,0.0000161215,0.0000186701,0.000003790316,0.0001264561,0.000001277243,0.00002699055],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00133948,"threshold_uncertainty_score":0.004480958,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02968867401483186,"score_gpt":0.2650279432980147,"score_spread":0.2353392692831829,"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."}}