{"id":"W2316732736","doi":"10.1177/1071100714531232","title":"Total Ankle Arthroplasty Accuracy and Reproducibility Using Preoperative CT Scan-Derived, Patient-Specific Guides","year":2014,"lang":"en","type":"article","venue":"Foot & Ankle International","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":90,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Cadaveric spasm; Tibia; Implant; Valgus; Cadaver; Computer-assisted surgery; Ankle; Orthodontics; Reduction (mathematics); Arthroplasty; Surgery","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":[0.003031107,0.0003448318,0.0002224331,0.0007045681,0.0001458328,0.0007434326,0.0003835884,0.0003629095,0.0005890134],"category_scores_gemma":[0.014899,0.000286833,0.0003649883,0.0004188149,0.0004877123,0.0003165688,0.0004448421,0.0002122117,0.0003071981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002491427,"about_ca_system_score_gemma":0.0002674086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001290239,"about_ca_topic_score_gemma":0.002428849,"domain_scores_codex":[0.9969388,0.0007789705,0.0005038534,0.0005842995,0.00110073,0.00009323852],"domain_scores_gemma":[0.9848214,0.005488454,0.003356167,0.002469114,0.003657485,0.0002074662],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001793133,0.0001050346,0.8340072,0.0002154884,0.0004783094,0.0001635313,0.001146455,0.007000699,0.06836711,0.00009863311,0.0003623331,0.08626215],"study_design_scores_gemma":[0.00004944252,0.001631635,0.9250499,0.00004571482,0.0004223665,0.00317029,0.0004274475,0.01498736,0.05282528,0.0001316163,0.001173169,0.00008571907],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9835364,0.0003342147,0.01511698,0.00001521902,0.00002047047,0.00001730537,0.0001610258,0.0001524921,0.0006458312],"genre_scores_gemma":[0.9966149,0.00003903748,0.003128691,0.00001001141,0.000004160386,0.000007103784,0.00009525957,0.00002553676,0.00007533353],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003031107,"threshold_uncertainty_score":0.01603019,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02535688735892841,"score_gpt":0.2887659766202101,"score_spread":0.2634090892612817,"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."}}