{"id":"W2951223200","doi":"10.1097/01.hs9.0000559496.29967.d6","title":"PF321 REAL‐WORLD TREATMENT PATTERNS OF PATIENTS DIAGNOSED WITH DIFFUSE LARGE B‐CELL LYMPHOMA (DLBCL) IN THE UNITED STATES (US)","year":2019,"lang":"en","type":"article","venue":"HemaSphere","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Group for Research in Decision Analysis","funders":"","keywords":"Medicine; Diffuse large B-cell lymphoma; Lymphoma; Internal medicine; International Prognostic Index; Diagnosis code; Medical diagnosis; Oncology; Retrospective cohort study; Population; Radiology","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":[0.00007695234,0.0003107435,0.0004934627,0.0001118994,0.00004294265,0.0000194278,0.0001203911,0.00006697311,0.0003692202],"category_scores_gemma":[0.000007737314,0.0001650212,0.0001188443,0.0004194791,0.00002811125,0.00005735342,0.0000329754,0.00005067158,0.00008585936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003479288,"about_ca_system_score_gemma":0.00008591589,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009825624,"about_ca_topic_score_gemma":0.00723986,"domain_scores_codex":[0.998411,0.00009457987,0.0003459217,0.0003490212,0.0004020151,0.0003974761],"domain_scores_gemma":[0.9986916,0.0002791347,0.0001688636,0.0006574901,0.00009044528,0.0001124312],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003478174,0.028084,0.9668756,0.0001467687,0.0001262959,0.0002473712,0.002261917,0.00001062048,0.000005510302,0.0001185213,0.0004082899,0.001367281],"study_design_scores_gemma":[0.05550247,0.001949139,0.9271885,0.0002521702,0.000184619,0.000003995934,0.00174834,0.00008603672,0.001436407,0.00000766931,0.01146796,0.0001727337],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950271,0.0001344802,0.000001570358,0.0001798396,0.00005071653,0.001346781,0.0001619941,0.00003260484,0.003064879],"genre_scores_gemma":[0.9961722,0.0006970152,0.00005615464,0.0005803434,0.00002498434,0.0002158393,0.0008826866,0.0000407167,0.00133007],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05515466,"threshold_uncertainty_score":0.9967681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00875889552529891,"score_gpt":0.2327875485597919,"score_spread":0.224028653034493,"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."}}