{"id":"W4413309680","doi":"10.2106/jbjs.st.23.00027","title":"Anterior Approach Total Ankle Arthroplasty with Patient-Specific Cut Guides","year":2025,"lang":"en","type":"article","venue":"JBJS Essential Surgical Techniques","topic":"Foot and Ankle Surgery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital","funders":"","keywords":"Medicine; Total knee arthroplasty; Arthroplasty; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002311149,0.0002936239,0.0006038241,0.0002370759,0.0001456856,0.000072216,0.00007930315,0.000202388,0.0003032034],"category_scores_gemma":[0.0000340122,0.0002105285,0.0002490144,0.0005256209,0.0003558345,0.0001276475,0.0001279678,0.0002962913,0.00001686627],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005333567,"about_ca_system_score_gemma":0.0001021328,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003301962,"about_ca_topic_score_gemma":0.000002605441,"domain_scores_codex":[0.9980972,0.00008474944,0.0004854149,0.0005149113,0.000391611,0.0004260927],"domain_scores_gemma":[0.9990871,0.00009771773,0.0001010664,0.0004013167,0.0001590056,0.0001537727],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01220689,0.005718709,0.03686874,0.001235155,0.0008129671,0.004540848,0.0003959809,0.00000438943,0.06098472,0.01225464,0.1484106,0.7165664],"study_design_scores_gemma":[0.002257154,0.001236388,0.006870007,0.001374007,0.000148486,0.001522898,0.0002352312,0.0001069432,0.1871283,0.0003690722,0.7979352,0.0008163373],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8483937,0.001658177,0.005932669,0.0008121982,0.0004182179,0.001120289,0.00001992195,0.001322352,0.1403225],"genre_scores_gemma":[0.9897487,0.0004434499,0.006247401,0.0001512024,0.0003436894,0.0001212444,0.0000593747,0.00003701394,0.002847962],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.71575,"threshold_uncertainty_score":0.8585104,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008288225692063339,"score_gpt":0.2609298997683651,"score_spread":0.2526416740763018,"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."}}