{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003115746,0.0002511686,0.0005176223,0.0002487529,0.0004337588,0.0000155591,0.0001286767,0.00008334998,0.0004757067],"category_scores_gemma":[0.0001433012,0.0002392829,0.0005845408,0.0006896481,0.0001587811,0.0001330863,0.0002472092,0.0004934105,0.00001549248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009956217,"about_ca_system_score_gemma":0.0003115057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007609973,"about_ca_topic_score_gemma":0.00001089599,"domain_scores_codex":[0.9977705,0.00009223985,0.0005237281,0.0004003794,0.0007996566,0.0004134589],"domain_scores_gemma":[0.9987435,0.0001906555,0.000219371,0.0004748203,0.0001316479,0.0002400182],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002041331,0.0006097389,0.989305,0.00005737058,0.0002876799,0.00005807985,0.001066932,0.0001297281,0.001264183,0.0006060657,0.002640727,0.003770315],"study_design_scores_gemma":[0.00149335,0.00181377,0.9650565,0.00007692633,0.000250667,0.00005679267,0.001378716,0.0003753608,0.0004436787,0.0001593452,0.02857368,0.0003211895],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905878,0.0004752312,0.0003537726,0.0003121438,0.001063625,0.0005215695,0.0002765777,0.0001688404,0.006240481],"genre_scores_gemma":[0.9979113,0.00001376728,0.000166861,0.0001334643,0.0001769981,0.00008611214,0.0003314009,0.00005174163,0.00112841],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02593295,"threshold_uncertainty_score":0.9757674,"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."}}