{"id":"W2965494248","doi":"10.1002/acr2.11055","title":"Musculoskeletal Symptomatic Areas After Total Knee Replacement for Osteoarthritis","year":2019,"lang":"en","type":"article","venue":"ACR Open Rheumatology","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Arthritis and Musculoskeletal and Skin Diseases","keywords":"Osteoarthritis; Total knee replacement; Medicine; Physical therapy; Physical medicine and rehabilitation; Knee replacement; Arthroplasty; Surgery; Alternative medicine; Pathology","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002987458,0.0002843311,0.0008918499,0.0001129363,0.00008933335,0.00005865722,0.0001959969,0.0001728618,0.002778367],"category_scores_gemma":[0.0002544557,0.0002540695,0.0002277409,0.0001167507,0.000107556,0.0002789659,0.0004120503,0.000191342,0.002479418],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007485112,"about_ca_system_score_gemma":0.0001338516,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008816131,"about_ca_topic_score_gemma":0.0000867801,"domain_scores_codex":[0.9979675,0.00008579913,0.0005754331,0.0005711638,0.0002182408,0.000581842],"domain_scores_gemma":[0.9984154,0.0003449261,0.0001565871,0.0007987688,0.00009177549,0.0001925533],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003267585,0.0004159838,0.9626737,0.001224985,0.0005144423,0.0001050065,0.00152383,0.000005205608,0.0004499069,0.004099611,0.006930485,0.0187893],"study_design_scores_gemma":[0.06610084,0.01615592,0.8241068,0.001880073,0.0004725687,0.01425162,0.003975794,0.00079987,0.0008866353,0.001079316,0.06844933,0.001841289],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9882488,0.0003217069,0.00007164048,0.002000699,0.001263443,0.003627013,0.00002939733,0.00009859473,0.004338697],"genre_scores_gemma":[0.9884833,0.00001509116,0.001972449,0.0005359291,0.0000277487,0.0008247976,0.00007565696,0.0000636399,0.008001355],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1385669,"threshold_uncertainty_score":0.9999912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007748125285342767,"score_gpt":0.277016673585002,"score_spread":0.2692685482996592,"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."}}