{"id":"W4225949751","doi":"10.1007/s00167-022-06951-2","title":"Lymphocyte transformation test reveals low prevalence of true metal hypersensitivity among pre‐operative total knee arthroplasty patients","year":2022,"lang":"en","type":"article","venue":"Knee Surgery Sports Traumatology Arthroscopy","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Hôpital du Sacré-Cœur de Montréal","funders":"Smith and Nephew Orthopaedics","keywords":"Medicine; Odds ratio; Population; Internal medicine; Prospective cohort study; Arthroplasty; Osteoarthritis; Surgery; Physical therapy; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003176447,0.0002094611,0.0002390367,0.0005183791,0.0002024685,0.0004231786,0.000190207,0.0004201861,0.002739072],"category_scores_gemma":[0.002586936,0.0001855825,0.000181231,0.0003144421,0.0003278836,0.0002879109,0.0002056357,0.0003501282,0.0005720226],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007223381,"about_ca_system_score_gemma":0.0001328054,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005588061,"about_ca_topic_score_gemma":0.0004473636,"domain_scores_codex":[0.9995698,0.0001045136,0.00005441884,0.00008664855,0.0001138082,0.0000706931],"domain_scores_gemma":[0.9984381,0.0005117577,0.0006205224,0.000107883,0.0001549744,0.0001669144],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007170537,0.00003950475,0.9973895,0.000008814559,0.00001007453,0.0001375947,0.00007955924,0.00001393377,0.0009916299,0.000004400294,0.00003413134,0.00121915],"study_design_scores_gemma":[0.000004769015,0.0003377231,0.9972835,0.000004596064,0.00001264182,0.00162553,0.0002173445,0.00008529581,0.0003033936,0.00001243093,0.000109774,0.000003177079],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995821,0.00009930941,0.00006389471,0.00001008811,0.000002731578,0.000002462622,0.00002555487,0.000002908648,0.0002109369],"genre_scores_gemma":[0.9998529,0.00002358794,0.00002774569,0.00001053035,0.000003522114,0.000001862504,0.00002894923,5.941368e-7,0.00005015765],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002739072,"threshold_uncertainty_score":0.009163082,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007567561137544818,"score_gpt":0.2288667358308086,"score_spread":0.2212991746932638,"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."}}