{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003579015,0.0002583959,0.0005706424,0.0005585328,0.0001124382,0.00002734729,0.00004951708,0.0001529261,0.00004727895],"category_scores_gemma":[0.0009910252,0.0002056369,0.0001059242,0.0009809132,0.0002370122,0.0004774327,0.00007396439,0.0004809056,0.00002275718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002094289,"about_ca_system_score_gemma":0.000501242,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003489579,"about_ca_topic_score_gemma":0.00009712248,"domain_scores_codex":[0.9982313,0.00002254797,0.0005782508,0.0003975462,0.0004705956,0.0002997814],"domain_scores_gemma":[0.9990085,0.0001725699,0.0002392964,0.00016914,0.0003112537,0.00009924995],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008002114,0.0001785541,0.9885365,0.0002087355,0.00006483256,0.00002163323,0.001011964,0.00000915681,0.001490841,0.003644895,0.0006806771,0.003351944],"study_design_scores_gemma":[0.004723008,0.0007089181,0.9916971,0.000532957,0.00008474627,0.00007510352,0.0007376563,0.00004401081,0.0004073419,0.00008319475,0.000720775,0.0001851849],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.975235,0.0001230894,0.0001410902,0.003548609,0.0002116821,0.0008152382,0.000007067846,0.0001039021,0.01981436],"genre_scores_gemma":[0.9905497,0.00000715896,0.002232101,0.0005681558,0.00004262964,0.00005221071,0.00002622737,0.00002808301,0.006493714],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01531476,"threshold_uncertainty_score":0.838563,"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."}}