{"id":"W2083943305","doi":"10.1016/j.joca.2009.05.012","title":"Can anatomic alignment measured from a knee radiograph substitute for mechanical alignment from full limb films?","year":2009,"lang":"en","type":"article","venue":"Osteoarthritis and Cartilage","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":52,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"GlaxoSmithKline; National Institutes of Health; Pfizer; National Institute of Arthritis and Musculoskeletal and Skin Diseases; U.S. Department of Health and Human Services","keywords":"Valgus; Osteoarthritis; Medicine; Knee Joint; Orthodontics; Radiography; Confidence interval; Anatomy; Radiology; Surgery; Internal medicine; Pathology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000169555,0.0003820671,0.0007339458,0.0001175728,0.0001753174,0.00008876075,0.0001038722,0.0001996252,0.0002682591],"category_scores_gemma":[0.00006074124,0.0003642112,0.0003496088,0.0001407511,0.0001034674,0.0001174295,0.00004805018,0.0001620747,0.0000262517],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007889515,"about_ca_system_score_gemma":0.00006671817,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001455304,"about_ca_topic_score_gemma":0.0009657777,"domain_scores_codex":[0.9976498,0.00006006111,0.0005129445,0.0007066354,0.0005013793,0.0005692112],"domain_scores_gemma":[0.9986667,0.0001125082,0.0001179743,0.0005325253,0.00006557314,0.0005047375],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001530763,0.0002482161,0.003613796,0.00002497922,0.00009893972,0.000364208,0.0007496948,0.000002662184,0.9360701,0.0008942907,0.004291473,0.05211088],"study_design_scores_gemma":[0.06203183,0.0189106,0.06794906,0.001360591,0.001918354,0.0004401254,0.002775949,0.0002902282,0.7759014,0.01150393,0.05430074,0.00261715],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9887532,0.005402438,0.000207712,0.002606114,0.0004932943,0.001148436,0.0009692736,0.0001384084,0.0002811039],"genre_scores_gemma":[0.9943935,0.000313781,0.00269548,0.001638406,0.0002585205,0.000109806,0.0003475886,0.00004296111,0.0001999539],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1601687,"threshold_uncertainty_score":0.999881,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01071778735882834,"score_gpt":0.2279832074483547,"score_spread":0.2172654200895264,"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."}}