{"id":"W7108463524","doi":"10.1182/blood-2025-4507","title":"The impact of marginalization on outcomes in patients with Hodgkin lymphoma","year":2025,"lang":"en","type":"article","venue":"Blood","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; Sunnybrook Health Science Centre; Institute for Clinical Evaluative Sciences; Oakville-Trafalgar Memorial Hospital; University of Toronto","funders":"","keywords":"Socioeconomic status; Hodgkin lymphoma; Census; Immigration; Retrospective cohort study; Proportional hazards model; Health care; Population; Ethnic group","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0005761709,0.0001534933,0.0001996082,0.0005951917,0.0006560711,0.0007033484,0.000393815,0.0001791759,0.00154284],"category_scores_gemma":[0.002853227,0.00009297626,0.0004120804,0.001083781,0.0005020627,0.0003692829,0.000843934,0.0003713826,0.0001010447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002498432,"about_ca_system_score_gemma":0.002364206,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2031004,"about_ca_topic_score_gemma":0.2852027,"domain_scores_codex":[0.9992645,0.0001552341,0.00006520357,0.0001020743,0.0001664482,0.0002465516],"domain_scores_gemma":[0.9981474,0.0002139271,0.0007826351,0.00008169116,0.0002674168,0.0005070813],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000559698,0.000008978298,0.9989132,0.000008251169,0.0000243024,0.00001692589,0.00006913391,0.00003348966,0.00002405613,0.00001264279,0.00009772063,0.0007352872],"study_design_scores_gemma":[0.000002295144,0.00002105806,0.9993987,0.000007063811,0.00001402389,0.00003412871,0.0002048734,0.00008958721,0.00001926634,0.00001960554,0.0001873926,0.000001891085],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975998,0.0004687516,0.00004293959,0.0001217214,0.000004434607,0.000009332102,0.001034276,0.000002951885,0.0007159721],"genre_scores_gemma":[0.9995645,0.00005378347,0.00001498998,0.00001469513,0.000003654528,0.000003617719,0.0002840607,5.38338e-7,0.00006001216],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2031004,"threshold_uncertainty_score":0.4038365,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004784470550882652,"score_gpt":0.2599029922449853,"score_spread":0.2551185216941026,"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."}}