{"id":"W2947430416","doi":"10.1200/jco.2019.37.15_suppl.e18347","title":"Real-world demographic and clinical characteristics of patients diagnosed with diffuse large B-cell lymphoma (DLBCL) in the United States (US).","year":2019,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Group for Research in Decision Analysis","funders":"","keywords":"Medicine; Diffuse large B-cell lymphoma; Internal medicine; Lymphoma; Comorbidity; International Prognostic Index; Diagnosis code; Oncology; Population","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":[0.0004190838,0.0001885645,0.0002269964,0.001016508,0.000277124,0.0004518185,0.0003049562,0.0003968096,0.002318164],"category_scores_gemma":[0.002364966,0.0001929707,0.0002590051,0.001847051,0.0002068084,0.0005912897,0.0004083914,0.0006197436,0.0004295807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004816451,"about_ca_system_score_gemma":0.0003857739,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008710084,"about_ca_topic_score_gemma":0.009579017,"domain_scores_codex":[0.9995153,0.00009631898,0.000109176,0.0001302647,0.00008148894,0.00006748986],"domain_scores_gemma":[0.9978151,0.0003290308,0.00130927,0.00008478398,0.0002109928,0.0002508009],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001067889,0.00004428021,0.9968696,0.00001898433,0.00003299441,0.00006367042,0.00003652235,0.0000907042,0.0000484221,0.00003364272,0.001634795,0.001019515],"study_design_scores_gemma":[0.00001648855,0.0000803806,0.997613,0.00002182833,0.00001571143,0.0004292891,0.0002856874,0.0003498233,0.00002609327,0.00003877492,0.001116545,0.000006453501],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.968172,0.0005263198,0.0001181636,0.0002849398,0.00002387702,0.00004768716,0.02912879,0.00001866247,0.001679555],"genre_scores_gemma":[0.9834065,0.0002469825,0.0001876321,0.0002621664,0.00002296507,0.00008083773,0.01551979,0.000004376093,0.0002686982],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008710084,"threshold_uncertainty_score":0.01731879,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.035913725050773,"score_gpt":0.3762753116442026,"score_spread":0.3403615865934296,"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."}}