{"id":"W2306492610","doi":"10.1177/107110070302400612","title":"Surgeon Training and Complications in Total Ankle Arthroplasty","year":2003,"lang":"en","type":"article","venue":"Foot & Ankle International","topic":"Foot and Ankle Surgery","field":"Medicine","cited_by":131,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Ankle; Arthroplasty; Surgery; Training (meteorology); Physical therapy; General 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002128084,0.0001116635,0.000182517,0.0001895218,0.00005310226,0.00002826152,0.00004000437,0.00005805158,0.0005708939],"category_scores_gemma":[0.0001975774,0.0001110922,0.00006353732,0.0001412499,0.00007908321,0.0001074855,0.00002440425,0.0001605211,0.00004221709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004847503,"about_ca_system_score_gemma":0.00009499889,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003833746,"about_ca_topic_score_gemma":0.00007955082,"domain_scores_codex":[0.9990658,0.00002828452,0.0002584831,0.0002333416,0.0002157278,0.0001983722],"domain_scores_gemma":[0.9995391,0.0001126772,0.00005284737,0.0001175564,0.00008070985,0.00009709722],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001124891,0.0005863625,0.9055253,0.00003168187,0.0001230901,0.000115112,0.0009907484,0.00004423857,0.003217464,0.03562249,0.003669424,0.04996157],"study_design_scores_gemma":[0.001574975,0.00009885274,0.8636325,0.0001270267,0.00001317046,0.0005093606,0.0003973869,0.0008317161,0.0004124292,0.001287583,0.1309122,0.0002028465],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.955478,0.0001980123,0.0001651963,0.001642699,0.0005469456,0.0001428296,0.0000191609,0.0000417644,0.04176537],"genre_scores_gemma":[0.9974248,0.00003528785,0.0005292644,0.0002713515,0.0001166597,0.00002477956,0.00007697755,0.00001400729,0.001506884],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1272427,"threshold_uncertainty_score":0.6250888,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03607834042145445,"score_gpt":0.2848771293332116,"score_spread":0.2487987889117572,"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."}}