{"id":"W4416224484","doi":"10.1302/1358-992x.2025.13.139","title":"FUNCTION, SURVIVAL, AND MORTALITY IN PATIENTS WITH AND WITHOUT OBESITY FOLLOWING TOTAL JOINT REPLACEMENT: SHORT-, MEDIUM-, AND LONG-TERM 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":"Overweight; Joint arthroplasty; Obesity; Body mass index; Survivorship curve; Risk factor; Osteoarthritis; Arthroplasty","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":[0.0009788605,0.0003206481,0.0004652301,0.001283781,0.0004787634,0.000679702,0.0003404217,0.0004830417,0.001104245],"category_scores_gemma":[0.002646274,0.0002539205,0.0005827931,0.001279718,0.000463227,0.0008163506,0.0008957995,0.0005907977,0.0002658802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005353143,"about_ca_system_score_gemma":0.0003038684,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003185533,"about_ca_topic_score_gemma":0.003957785,"domain_scores_codex":[0.9994628,0.0001215058,0.0001001583,0.0000883479,0.0000947017,0.0001324919],"domain_scores_gemma":[0.9981847,0.0003085302,0.00083408,0.00008145398,0.0001430071,0.0004482175],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001784673,0.00002636236,0.9989603,0.000007715798,0.00003020589,0.00005209469,0.00004227185,0.00002397531,0.00003378921,0.000004262683,0.00002964432,0.0006109791],"study_design_scores_gemma":[0.00000734819,0.00021613,0.9992468,0.000004834877,0.00002122177,0.0001921303,0.000170069,0.00006671664,0.0000131688,0.00001079779,0.0000466718,0.000004087018],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993222,0.0002560202,0.00002223923,0.00002031011,0.000004808021,0.000004453971,0.0002424048,0.000001015244,0.0001264587],"genre_scores_gemma":[0.999323,0.0001304551,0.00002587084,0.00001283469,0.00001269395,0.000007434765,0.0004294017,6.038611e-7,0.00005768675],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003185533,"threshold_uncertainty_score":0.006334007,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01459379773136951,"score_gpt":0.2631836269593972,"score_spread":0.2485898292280277,"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."}}