{"id":"W4415439011","doi":"10.1302/1358-992x.2025.10.140","title":"DISTAL FEMORAL MORPHOLOGY IN HINGED KNEE REPLACEMENT: VALIDATION OF THE NOVEL CITAK CLASSIFICATION","year":2025,"lang":"en","type":"article","venue":"Orthopaedic Proceedings","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Fixation (population genetics); Femoral canal; Orthopedic surgery; Radiography; Total knee arthroplasty; Prosthesis","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003912823,0.000540641,0.0004460606,0.00468576,0.0006458908,0.001323086,0.001105058,0.000609113,0.001234691],"category_scores_gemma":[0.01493655,0.000313357,0.0005598369,0.002249163,0.0009132905,0.0008620355,0.001588438,0.0005202274,0.0004798225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009959798,"about_ca_system_score_gemma":0.001553423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03140733,"about_ca_topic_score_gemma":0.03363065,"domain_scores_codex":[0.9973989,0.0003446581,0.0004005829,0.0003760939,0.001211328,0.0002685247],"domain_scores_gemma":[0.9891037,0.001371557,0.003231551,0.001087317,0.004520192,0.0006856186],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002928183,0.0000159734,0.9930931,0.00003688164,0.0000247563,0.0002347352,0.0001347661,0.0001238707,0.000727276,0.00004842553,0.0001281099,0.005139247],"study_design_scores_gemma":[0.00001904007,0.0001619873,0.9965891,0.00002367074,0.00003586345,0.001567284,0.0002121932,0.0005187445,0.0002594144,0.00004347198,0.0005580857,0.00001109207],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939965,0.001014872,0.001665595,0.00005418958,0.00005725694,0.0001472261,0.0006600854,0.0000250369,0.002379271],"genre_scores_gemma":[0.9963868,0.0003061057,0.002108556,0.00002101098,0.00004127315,0.0000469277,0.0008340534,0.00001253164,0.0002428009],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03140733,"threshold_uncertainty_score":0.06244904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01832982187594626,"score_gpt":0.270012265107001,"score_spread":0.2516824432310547,"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."}}