{"id":"W2954863985","doi":"10.1002/acr2.1041","title":"Longitudinal Trajectories of Pain and Function Improvement Following Total Knee Replacement","year":2019,"lang":"en","type":"article","venue":"ACR Open Rheumatology","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Arthritis and Musculoskeletal and Skin Diseases; Genentech; Stryker; Rheumatology Research Foundation; National Institutes of Health; Brigham and Women's Hospital","keywords":"Medicine; WOMAC; Osteoarthritis; Physical therapy; Knee replacement; Prospective cohort study; Arthroplasty; Patient satisfaction; Physical medicine and rehabilitation; Cohort study; Psychological intervention; Surgery; Internal medicine","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":[0.0006202252,0.0001540102,0.0005842374,0.00007244656,0.00006124925,0.00002047397,0.00007024484,0.00008420028,0.0005407396],"category_scores_gemma":[0.0002030942,0.0001326869,0.00008223654,0.00009288242,0.00006190978,0.0001846911,0.0002380658,0.0001258036,0.00005330489],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004093532,"about_ca_system_score_gemma":0.00007220106,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004549317,"about_ca_topic_score_gemma":0.00007346327,"domain_scores_codex":[0.9987659,0.00008219037,0.0003994245,0.0003385819,0.0001641633,0.0002496958],"domain_scores_gemma":[0.999134,0.0002694225,0.0001431583,0.0003384694,0.00003798808,0.00007696556],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007930024,0.00009301277,0.9837527,0.0001842341,0.0003177684,0.000008272839,0.0005179935,0.000002224861,0.00331313,0.00148396,0.0003866425,0.009147054],"study_design_scores_gemma":[0.01049963,0.00881332,0.9700764,0.0002941961,0.0001765165,0.0004510351,0.003822908,0.0002369988,0.002437113,0.0001678942,0.002706576,0.0003174354],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962438,0.0002098219,0.0001980095,0.0004996626,0.0007369808,0.0009349703,0.000002716954,0.00002354453,0.001150525],"genre_scores_gemma":[0.9976138,0.00001188846,0.0004958478,0.0001264793,0.000006908193,0.00003824607,0.00001392182,0.00001855001,0.001674318],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01367632,"threshold_uncertainty_score":0.592072,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01188235171349366,"score_gpt":0.2644632163163861,"score_spread":0.2525808646028924,"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."}}