{"id":"W2130214301","doi":"10.1093/rheumatology/kel184","title":"Effect of patient characteristics on reported outcomes after total knee replacement","year":2006,"lang":"en","type":"article","venue":"Lara D. Veeken","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":223,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Total knee replacement; Physical therapy; Knee replacement; Intervention (counseling); Patient-reported outcome; Surgery; Orthopedic surgery; Quality of life (healthcare)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002515758,0.0002597256,0.0006397406,0.0001145063,0.00003872798,0.00001269807,0.00003728812,0.00009935911,0.0002224182],"category_scores_gemma":[0.0002945061,0.000192992,0.0002249095,0.0001157935,0.00006320651,0.00005108001,0.00006434632,0.0001988131,0.0001289647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009011068,"about_ca_system_score_gemma":0.00002931222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007086581,"about_ca_topic_score_gemma":0.000007352585,"domain_scores_codex":[0.9981269,0.00009182942,0.00065054,0.0003283842,0.0005023481,0.0003000252],"domain_scores_gemma":[0.9987001,0.0002188122,0.0002681672,0.0006530946,0.00006240303,0.00009737072],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002545957,0.0003671074,0.9903232,0.000168032,0.0001490759,0.0004172521,0.0001232273,0.000006684275,0.001326883,0.00004162348,0.0009362128,0.003594769],"study_design_scores_gemma":[0.00316872,0.004100574,0.9801016,0.0001420872,0.0001887863,0.0001054506,0.00001395954,0.00002817561,0.007962784,0.000007598888,0.003991629,0.0001885608],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996011,0.00005094468,0.000008076271,0.0003328967,0.0006200339,0.0007250474,0.0000390457,0.00009701059,0.002115979],"genre_scores_gemma":[0.9958678,0.00000195778,0.0001399313,0.000290082,0.0001306121,0.00006969628,0.00007906535,0.0000388009,0.003382044],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0102215,"threshold_uncertainty_score":0.7869986,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005880285825724869,"score_gpt":0.2470015692328345,"score_spread":0.2411212834071096,"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."}}