{"id":"W2105663791","doi":"10.1016/j.arth.2014.03.001","title":"Tibia Valga Morphology in Osteoarthritic Knees: Importance of Preoperative Full Limb Radiographs in Total Knee Arthroplasty","year":2014,"lang":"en","type":"article","venue":"The Journal of Arthroplasty","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hôpital Maisonneuve-Rosemont","funders":"","keywords":"Medicine; Valgus; Tibia; Valgus deformity; Osteoarthritis; Orthodontics; Radiography; Varus deformity; Total knee arthroplasty; Deformity; 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":[0.0007413878,0.0004779304,0.0005580697,0.002099876,0.000425286,0.001079937,0.0005058863,0.001018754,0.002561638],"category_scores_gemma":[0.007992092,0.0004272513,0.0004070846,0.001239283,0.000516612,0.001185148,0.0004395837,0.0005418205,0.0005033195],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002604766,"about_ca_system_score_gemma":0.0005012187,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00176539,"about_ca_topic_score_gemma":0.006307717,"domain_scores_codex":[0.9991513,0.0001668227,0.0002583135,0.00006979178,0.0002385637,0.0001151497],"domain_scores_gemma":[0.996899,0.001060599,0.0008962392,0.00009729851,0.000687137,0.0003597068],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002301252,0.00006501195,0.9843138,0.00005898685,0.00004501903,0.003536596,0.0001078983,0.0001252831,0.001646875,0.00003505875,0.0002643098,0.009570898],"study_design_scores_gemma":[0.000007046257,0.0001854995,0.9764841,0.00009380603,0.000069956,0.02063796,0.001020702,0.0005107113,0.00041677,0.00007245991,0.0004848978,0.00001607365],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992263,0.002928645,0.0005070397,0.0004300983,0.00006487502,0.00001658203,0.000133036,0.00001642028,0.003640405],"genre_scores_gemma":[0.9983338,0.0007760884,0.0004449918,0.00007061646,0.00007383805,0.000004840541,0.00007862524,0.000007211236,0.0002100061],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002561638,"threshold_uncertainty_score":0.008569479,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008801218814747139,"score_gpt":0.241931877783641,"score_spread":0.2331306589688938,"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."}}