{"id":"W4386142904","doi":"10.1097/01.hs9.0000969492.96103.aa","title":"P647: RACIAL DISPARITIES IN REAL-WORLD TREATMENT PATTERNS AND OUTCOMES AMONG PATIENTS WITH CLL","year":2023,"lang":"en","type":"article","venue":"HemaSphere","topic":"Chronic Lymphocytic Leukemia Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Hôpital Maisonneuve-Rosemont","funders":"","keywords":"Medicine; Internal medicine; Observational study; Clinical trial; IGHV@; Chronic lymphocytic leukemia; Demography; Pediatrics; Oncology; Leukemia","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000811338,0.0001904258,0.0003820979,0.0001153581,0.00005344367,0.00002750628,0.00005501233,0.00006585957,0.0002213922],"category_scores_gemma":[0.0000376568,0.0001277272,0.00004602475,0.0003224402,0.0001109462,0.00008670594,0.00007396303,0.0001174047,0.00005354718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003367601,"about_ca_system_score_gemma":0.0006186512,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02486446,"about_ca_topic_score_gemma":0.06262717,"domain_scores_codex":[0.9986013,0.00003353889,0.0002157386,0.0003142086,0.0003973985,0.000437851],"domain_scores_gemma":[0.9993069,0.0001503948,0.00004079988,0.0002964479,0.00004120746,0.0001642657],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002066613,0.000152587,0.9946126,0.0001644579,0.00006349715,0.0003054458,0.0005456079,0.000007286535,9.055301e-7,0.0000699984,0.0004293342,0.003441632],"study_design_scores_gemma":[0.01714127,0.0003044324,0.9808032,0.0002048353,0.00003587769,0.000003027732,0.0002406895,0.0005075947,0.00006991711,0.00002795009,0.0005285261,0.0001326905],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956576,0.00003220281,0.00000191169,0.0002172839,0.00005326491,0.0006155304,0.00002729761,0.00009845541,0.003296452],"genre_scores_gemma":[0.9868637,0.0001724367,0.0000433047,0.00006187938,0.00005559834,0.0001128545,0.00009684118,0.00003805089,0.01255534],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03776271,"threshold_uncertainty_score":0.9816291,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02100252222309458,"score_gpt":0.306741845796958,"score_spread":0.2857393235738634,"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."}}