{"id":"W2951443426","doi":"10.1097/01.hs9.0000565788.38670.37","title":"PB1821 REAL‐WORLD HEALTHCARE RESOURCE UTILIZATION (HRU) AND COSTS OF DIFFUSE LARGE B‐CELL LYMPHOMA (DLBCL) PATIENTS INITIATED ON ANTI‐CANCER THERAPIES IN THE UNITED STATES (US)","year":2019,"lang":"en","type":"article","venue":"HemaSphere","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; Lymphoma; Diagnosis code; Internal medicine; Oncology; Medical diagnosis; Cancer; Retrospective cohort study; Population; Pathology","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":[0.0006153519,0.0002141167,0.0002372943,0.001500222,0.0002903933,0.001000809,0.000485283,0.0002959365,0.002558737],"category_scores_gemma":[0.003473883,0.0002552304,0.000429679,0.002988392,0.0001818207,0.0005157531,0.0007065864,0.0006199385,0.0003606353],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001371125,"about_ca_system_score_gemma":0.001002131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02807448,"about_ca_topic_score_gemma":0.02534734,"domain_scores_codex":[0.9990326,0.0002320646,0.0002169035,0.0001700044,0.0002225318,0.000125835],"domain_scores_gemma":[0.9962139,0.0005200257,0.002457845,0.0001258854,0.0003408362,0.0003415853],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009358161,0.00004520463,0.995533,0.00002721386,0.00008364986,0.00004673571,0.00003182824,0.0003135205,0.00003593065,0.00009066676,0.002052547,0.001646177],"study_design_scores_gemma":[0.00001789405,0.00005318046,0.9958538,0.00004199357,0.00004130674,0.0002640518,0.0002035272,0.001697009,0.00006952642,0.00006822576,0.001684365,0.000005337452],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9683154,0.0005399922,0.0001467317,0.0003452013,0.00001814565,0.00002956305,0.02888377,0.00001494601,0.001706347],"genre_scores_gemma":[0.9852031,0.0003122961,0.0001962952,0.0001259339,0.00002943345,0.00004882562,0.01378229,0.000006088184,0.0002955576],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02807448,"threshold_uncertainty_score":0.05582213,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03026831043843856,"score_gpt":0.2996516692063359,"score_spread":0.2693833587678973,"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."}}