{"id":"W4212799660","doi":"10.1016/j.arth.2021.10.024","title":"Patient and Implant Performance of Satisfied and Dissatisfied Total Knee Arthroplasty Patients","year":2022,"lang":"en","type":"article","venue":"The Journal of Arthroplasty","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"London Health Sciences Centre; Lawson Health Research Institute; Western University","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Total knee arthroplasty; Patient satisfaction; Implant; Kinematics; Condyle; Arthroplasty; Physical therapy; Physical medicine and rehabilitation; Orthodontics; Surgery","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005852875,0.0002416766,0.0003638999,0.00100197,0.0004878885,0.001271308,0.0003163111,0.0005904174,0.005833536],"category_scores_gemma":[0.004944825,0.0001857283,0.0006914387,0.001109601,0.0004229054,0.0007422203,0.0007407541,0.0005484814,0.0005280262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003936206,"about_ca_system_score_gemma":0.0003630164,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004141332,"about_ca_topic_score_gemma":0.00643199,"domain_scores_codex":[0.9993419,0.0001320415,0.0001225769,0.00005765792,0.0001500756,0.0001957445],"domain_scores_gemma":[0.9970503,0.0006311161,0.001308941,0.00005537039,0.0003003752,0.0006538662],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003116086,0.00007755723,0.9973374,0.00001297133,0.00004413943,0.00009188479,0.000265865,0.00006405691,0.00009978395,0.00002445504,0.00009321862,0.001577165],"study_design_scores_gemma":[0.00001053983,0.0002565156,0.9976017,0.000006592802,0.00003348765,0.0003346852,0.001336041,0.0001924455,0.00003649438,0.00003266335,0.0001503301,0.000008555814],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987998,0.00008359789,0.00001655727,0.00004202608,0.000005546624,0.000003303083,0.0001890057,0.000001178441,0.0008589765],"genre_scores_gemma":[0.9995804,0.00003205205,0.00001521882,0.00002170687,0.000005303273,0.000002409964,0.0001564381,7.070781e-7,0.0001856362],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005833536,"threshold_uncertainty_score":0.0195151,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006329726549160491,"score_gpt":0.2108879436353278,"score_spread":0.2045582170861673,"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."}}