{"id":"W4200074259","doi":"10.5435/jaaos-d-20-01329","title":"Poor Outcomes After Anterior Impaction Pilon Fractures","year":2021,"lang":"en","type":"article","venue":"Journal of the American Academy of Orthopaedic Surgeons","topic":"Bone fractures and treatments","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Object Research Systems (Canada)","funders":"","keywords":"Medicine; Subluxation; Impaction; Radiography; Surgery; Implant; Osteoarthritis; Pilon fracture; Coronal plane; Retrospective cohort study; Radiology; 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":[0.0003904825,0.0002990008,0.0004209105,0.0009352549,0.0007164788,0.0006568619,0.0003239136,0.0003571482,0.002657953],"category_scores_gemma":[0.00283845,0.0001827957,0.0004177783,0.0009141994,0.0004679822,0.0003781974,0.0007124732,0.0004422115,0.0002534184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004411446,"about_ca_system_score_gemma":0.0003914204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00229983,"about_ca_topic_score_gemma":0.002592298,"domain_scores_codex":[0.9994373,0.00006697034,0.00006438872,0.00008369041,0.0001506364,0.0001970849],"domain_scores_gemma":[0.9971263,0.0003262977,0.00187744,0.00009095992,0.0002127825,0.0003663319],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007249323,0.00001800142,0.9976629,0.00001367373,0.00002070673,0.0005467106,0.00005595185,0.00002609229,0.00009029073,0.000007728225,0.0000434458,0.001442137],"study_design_scores_gemma":[0.000004494917,0.0001670318,0.9950196,0.00001722535,0.0000203492,0.004229651,0.0002616886,0.00006029287,0.00007729496,0.00004053543,0.000097308,0.00000459311],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993175,0.0002000733,0.00004831028,0.00002318302,0.000003966109,0.000005282961,0.0001245967,0.000002950242,0.0002742215],"genre_scores_gemma":[0.9997479,0.00006892443,0.00001555451,0.000009067486,0.000005190881,0.000003439687,0.0001075384,6.866914e-7,0.00004161627],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002657953,"threshold_uncertainty_score":0.008891702,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01402415455766672,"score_gpt":0.3188788630083582,"score_spread":0.3048547084506915,"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."}}