{"id":"W2892024280","doi":"10.1177/2473011418s00074","title":"Radiographic Analysis of Total Ankle Replacements","year":2018,"lang":"en","type":"article","venue":"Foot & Ankle Orthopaedics","topic":"Foot and Ankle Surgery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ankle replacement; Medicine; Ankle; Coronal plane; Radiography; Sagittal plane; Orthodontics; Arthroplasty; Subtalar joint; Surgery; Radiology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006128027,0.0002520831,0.0007867985,0.001195689,0.0001271438,0.00001812309,0.0001148047,0.0001691528,0.001378767],"category_scores_gemma":[0.0001948968,0.0002274268,0.0008511023,0.003565384,0.0004266671,0.0001060849,0.00009281934,0.0002117962,0.00005547069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003310572,"about_ca_system_score_gemma":0.0001333151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008748764,"about_ca_topic_score_gemma":0.00008650128,"domain_scores_codex":[0.9976802,0.00006187726,0.000647844,0.0004667094,0.0006778306,0.0004654684],"domain_scores_gemma":[0.9982567,0.00008380793,0.0002541532,0.0007530404,0.000371074,0.0002812002],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005037661,0.0004311885,0.9742976,0.0000899635,0.002846595,0.00006732332,0.0002841915,0.000007622717,0.002438795,0.0002556321,0.00828608,0.01049124],"study_design_scores_gemma":[0.002929795,0.002535401,0.9242507,0.000215062,0.006924723,0.00008638896,0.000278184,0.002831946,0.004580304,0.0001084895,0.05463223,0.0006267997],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9865278,0.0006520005,0.000267214,0.0002580175,0.0006681087,0.0002730296,0.0000480123,0.0001153254,0.01119049],"genre_scores_gemma":[0.9955975,0.0001449028,0.0005367477,0.0003622702,0.0005916006,0.00001318587,0.0002064962,0.0000368452,0.002510436],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05004692,"threshold_uncertainty_score":0.9995341,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01784544958612887,"score_gpt":0.2781506177074615,"score_spread":0.2603051681213326,"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."}}