{"id":"W4280508006","doi":"10.3899/jrheum.211132","title":"Is It Time to Bring Back Knee Washout?","year":2022,"lang":"en","type":"review","venue":"The Journal of Rheumatology","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Washout; Physical medicine and rehabilitation; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.00166606,0.0006246233,0.002527124,0.001084529,0.0003427735,0.001803839,0.001081349,0.002579187,0.007425747],"category_scores_gemma":[0.004629687,0.0003379599,0.001590285,0.00103441,0.001088713,0.002884146,0.0005041506,0.002658624,0.001705383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005088664,"about_ca_system_score_gemma":0.001512458,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002047099,"about_ca_topic_score_gemma":0.004694913,"domain_scores_codex":[0.9991265,0.0002758644,0.0002015434,0.0001303695,0.0002056781,0.00006010176],"domain_scores_gemma":[0.998153,0.001172489,0.0003596276,0.00004059783,0.0002068515,0.00006745884],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005365956,0.00009449624,0.000273362,0.1001766,0.000609612,0.0001845009,0.0001975619,0.0001062314,0.0006657105,0.003282265,0.02958817,0.8642849],"study_design_scores_gemma":[0.0006105673,0.0005211746,0.003469284,0.1612553,0.001637565,0.003569138,0.00132648,0.0001089609,0.0006290458,0.007878123,0.8189176,0.00007670045],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001352989,0.9975911,0.00006147387,0.001463957,0.0004389494,0.000005131029,0.00001101928,0.000003516456,0.0002895492],"genre_scores_gemma":[0.001967024,0.9951003,0.0002065144,0.001909681,0.0004644342,0.00001213535,0.00002217971,0.000003163565,0.0003145698],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007425747,"threshold_uncertainty_score":0.02484161,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05522293097803813,"score_gpt":0.3359808624528304,"score_spread":0.2807579314747923,"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."}}