{"id":"W2133550570","doi":"10.2106/00004623-200310000-00004","title":"PATIENT SATISFACTION AND FUNCTIONAL STATUS AFTER TREATMENT OF INFECTION AT THE SITE OF A TOTAL KNEE ARTHROPLASTY WITH USE OF THE PROSTALAC ARTICULATING SPACER","year":2003,"lang":"en","type":"article","venue":"Journal of Bone and Joint Surgery","topic":"Orthopedic Infections and Treatments","field":"Medicine","cited_by":133,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Hospital and Health Sciences Centre; University of British Columbia","funders":"","keywords":"Medicine; WOMAC; Osteolysis; Prosthesis; Arthroplasty; Range of motion; Retrospective cohort study; Patient satisfaction; Stage (stratigraphy); Surgery; Total knee arthroplasty; Osteoarthritis","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001539442,0.00008293458,0.0003065113,0.0001025575,0.00006959897,0.000005749077,1.137422e-7,0.00002788027,0.00004676061],"category_scores_gemma":[0.00007434953,0.00003769474,0.0001455195,0.00009968246,0.00009088768,0.0001028837,0.000007026295,0.00006122686,1.629317e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005336847,"about_ca_system_score_gemma":0.00008464466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001905747,"about_ca_topic_score_gemma":0.0001463086,"domain_scores_codex":[0.9991529,0.00007013572,0.000434151,0.00006225841,0.0001985533,0.00008199862],"domain_scores_gemma":[0.9990202,0.000129687,0.0005730506,0.00007791418,0.0001532925,0.00004586928],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005056051,0.0002571086,0.9915639,0.00004494846,0.0002189065,0.00001238344,0.0003445511,0.0001171582,0.001415135,0.000003366468,0.00003085737,0.005486143],"study_design_scores_gemma":[0.0009240211,0.001074456,0.9943485,0.0002133112,0.000264613,0.000961778,0.00008142016,0.00001497577,0.001803478,0.000004556628,0.0002761542,0.00003275194],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999172,0.0003897975,0.00002486721,0.00006493329,0.0001408304,0.0001768216,0.000009593196,0.000001358231,0.00001974444],"genre_scores_gemma":[0.9995112,0.0002850161,0.00006987012,0.000008726372,0.00002088468,0.00000526494,0.000001112163,0.000005814709,0.00009211432],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005453391,"threshold_uncertainty_score":0.1537147,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01545639836600708,"score_gpt":0.2049077871852895,"score_spread":0.1894513888192824,"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."}}