{"id":"W4416207461","doi":"10.1302/1358-992x.2025.13.113","title":"RESTORATION OF TIBIAL SLOPE IN PRIMARY TOTAL KNEE ARTHROPLASTY: RELATIONSHIP WITH POSTOPERATIVE OUTCOMES","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":"Radiography; Total knee arthroplasty; Arthroplasty; Post-hoc analysis; Prosthesis; Implant; Intraclass correlation; Knee Joint","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":[0.0009418745,0.0002149281,0.0002974184,0.0005978784,0.000237228,0.0006169254,0.0002964372,0.0003892401,0.001351749],"category_scores_gemma":[0.006360439,0.0001630488,0.0003733907,0.0007707569,0.000372322,0.000431685,0.0004254756,0.0005511682,0.0002629804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002746256,"about_ca_system_score_gemma":0.0002728254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007793928,"about_ca_topic_score_gemma":0.001399778,"domain_scores_codex":[0.9992951,0.0001547591,0.0001419364,0.00008776904,0.000234849,0.00008571896],"domain_scores_gemma":[0.99468,0.001023787,0.003105962,0.0001806834,0.0005803856,0.0004291396],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004327992,0.00005332576,0.9950269,0.00003287768,0.0000459877,0.0001003293,0.00006427678,0.00006074702,0.0003284962,0.000005579079,0.00004077114,0.003807812],"study_design_scores_gemma":[0.000004423878,0.0004911646,0.9984822,0.00001183266,0.00003210452,0.000524447,0.0001422028,0.0001009848,0.0001119167,0.00001356918,0.00008069768,0.000004483313],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989169,0.0005468736,0.0001187403,0.00002463017,0.000007092759,0.000006994233,0.0001039048,0.000003970626,0.0002708517],"genre_scores_gemma":[0.9995678,0.0001503626,0.00006256805,0.000006656235,0.000006625462,0.000006161708,0.0001165321,0.000001628959,0.00008165309],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001351749,"threshold_uncertainty_score":0.00498116,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01056708544363699,"score_gpt":0.2500333667545867,"score_spread":0.2394662813109497,"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."}}