{"id":"W3186818923","doi":"10.1002/acr2.11241","title":"Impact of Preoperative and Incident Musculoskeletal Problematic Areas on Postoperative Outcomes After Total Knee Replacement","year":2021,"lang":"en","type":"article","venue":"ACR Open Rheumatology","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Arthritis and Musculoskeletal and Skin Diseases","keywords":"Medicine; Total knee replacement; Knee replacement; Physical therapy; Surgery; Arthroplasty","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002869457,0.0003415237,0.0007176562,0.0002445684,0.0002379597,0.000518494,0.0003235707,0.0004624893,0.001146731],"category_scores_gemma":[0.009477594,0.0002686237,0.001159212,0.0003478203,0.0003713607,0.0003686569,0.0003549632,0.0007055589,0.0000778642],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002314453,"about_ca_system_score_gemma":0.0005315046,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001420818,"about_ca_topic_score_gemma":0.002302169,"domain_scores_codex":[0.9976166,0.001168129,0.0002659631,0.0002318955,0.00048555,0.0002318444],"domain_scores_gemma":[0.9905154,0.003905375,0.004257707,0.0003305835,0.0003629417,0.0006280853],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.04585672,0.00233144,0.9271821,0.0004824759,0.00202862,0.00006028008,0.00006495616,0.0004206054,0.0005082493,0.00002971075,0.0001696867,0.02086509],"study_design_scores_gemma":[0.001164457,0.01382329,0.9836211,0.00004499473,0.0006174668,0.00008090644,0.00004220644,0.0003049498,0.0001730863,0.00002432792,0.00009113261,0.00001203509],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978521,0.001633208,0.00007344239,0.00004580112,0.00001510934,0.00003255346,0.0001120352,0.00000315668,0.0002326986],"genre_scores_gemma":[0.9994461,0.0002433493,0.00008371774,0.0000226088,0.00002579269,0.00002427727,0.00009882392,6.555026e-7,0.00005465534],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002869457,"threshold_uncertainty_score":0.01517534,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01196831964757637,"score_gpt":0.3198848220097377,"score_spread":0.3079165023621613,"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."}}