{"id":"W4224949081","doi":"10.1111/tme.12866","title":"Diagnostic accuracy of Abbott Architect Assay as a screening tool for human T‐cell leukaemia virus type‐1 and type‐2 infection in a London teaching hospital with a large solid organ transplant centre","year":2022,"lang":"en","type":"article","venue":"Transfusion Medicine","topic":"T-cell and Retrovirus Studies","field":"Immunology and Microbiology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"","keywords":"Serology; Medicine; Antibody; Virology; Immunology; Internal medicine","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":[0.001262966,0.0004336979,0.0004389317,0.001212751,0.0007455215,0.001796748,0.0006850511,0.0008076806,0.002677535],"category_scores_gemma":[0.006261034,0.0007065345,0.0003823139,0.001270839,0.0009876813,0.0008002964,0.0009453988,0.0009515724,0.0006007254],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001853215,"about_ca_system_score_gemma":0.001222874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01729547,"about_ca_topic_score_gemma":0.0117409,"domain_scores_codex":[0.9978789,0.0005479884,0.0003413235,0.0004609034,0.0004342819,0.0003366235],"domain_scores_gemma":[0.9915041,0.002346202,0.003705455,0.0003127838,0.0007476703,0.001383747],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001340713,0.00002534732,0.9967909,0.00001155298,0.0000133417,0.001592678,0.0002828554,0.00006428385,0.0003650608,0.00001487524,0.00008551671,0.0006193797],"study_design_scores_gemma":[0.00002359353,0.0005480243,0.9892052,0.00003129853,0.00004106239,0.00720529,0.001251546,0.000701219,0.0005547308,0.00002265582,0.0003940214,0.00002146409],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998875,0.0002767715,0.00009489789,0.00008959997,0.00001035713,0.00001057793,0.00009839459,0.000007208357,0.0005372948],"genre_scores_gemma":[0.9996712,0.00006344232,0.00007357613,0.00003717401,0.00001132382,0.000004109496,0.00005508875,0.000002168545,0.00008181322],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01729547,"threshold_uncertainty_score":0.03438962,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008461489379552371,"score_gpt":0.2492433435352946,"score_spread":0.2407818541557422,"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."}}