{"id":"W4410110360","doi":"10.1111/bjh.20132","title":"Distinct characteristics and social determinants in adult T‐cell leukaemia/lymphoma patients at a tertiary cancer centre in Canada","year":2025,"lang":"en","type":"article","venue":"British Journal of Haematology","topic":"T-cell and Retrovirus Studies","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University Health Network","funders":"Canadian Cancer Society; Princess Margaret Cancer Foundation","keywords":"Medicine; Lymphoma; Cohort; Internal medicine; Cancer; Young adult; Malignancy; Transplantation; Population; Cohort study; Pediatrics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0001650728,0.0002060247,0.0002496087,0.0009389906,0.002031618,0.001091701,0.000594013,0.0003666001,0.002071182],"category_scores_gemma":[0.001062273,0.0002044276,0.0001729641,0.002228079,0.0008428716,0.0002390337,0.0007171493,0.0005196822,0.0001890594],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008059216,"about_ca_system_score_gemma":0.007684662,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8909662,"about_ca_topic_score_gemma":0.9148863,"domain_scores_codex":[0.999539,0.0000418851,0.00002995069,0.00004843531,0.0001065992,0.0002341349],"domain_scores_gemma":[0.9989547,0.00008341094,0.0002700031,0.00001829482,0.000222758,0.0004508516],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004471124,0.00002089866,0.9968027,0.00001123579,0.000008553952,0.0003848215,0.0009035732,0.00003044881,0.0002440144,0.00003770656,0.0001956473,0.001315741],"study_design_scores_gemma":[0.000003128645,0.00003554742,0.9954786,0.00001141352,0.000006465953,0.0003894728,0.003558845,0.0001119188,0.00004012579,0.00002083977,0.000337016,0.000006695877],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989421,0.0001207456,0.00001789746,0.00009070998,0.000002293823,0.000009866059,0.0002071775,0.000002269064,0.0006070014],"genre_scores_gemma":[0.999605,0.00008056346,0.00002089905,0.00003579499,0.000002586295,0.000003319545,0.0001115463,0.000001280983,0.0001390479],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1090338,"threshold_uncertainty_score":0.2193518,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003633458793083149,"score_gpt":0.1996196479854962,"score_spread":0.1959861891924131,"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."}}