{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001302191,0.0002049914,0.0003428757,0.000121029,0.00006349635,0.00001909085,0.0000760988,0.00008393067,0.0001016668],"category_scores_gemma":[0.0000174189,0.0001307151,0.0000482074,0.0005288458,0.00004287919,0.00005216987,0.00003163593,0.00007087308,0.00001299939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001896765,"about_ca_system_score_gemma":0.00005844779,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003068369,"about_ca_topic_score_gemma":0.001276248,"domain_scores_codex":[0.9986328,0.0001862631,0.0003096415,0.0002799127,0.0003235242,0.0002678317],"domain_scores_gemma":[0.9990642,0.0002193956,0.0001665867,0.0003446353,0.0001289874,0.0000762077],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003448867,0.005395599,0.9838197,0.0002304309,0.00005486531,0.00001561048,0.002622743,0.000009918825,0.00003453007,0.0004977923,0.0008865054,0.00608747],"study_design_scores_gemma":[0.02208417,0.0006834735,0.9604656,0.0008452087,0.0000501017,0.000001494812,0.002566729,0.0003232443,0.002323376,0.00001944784,0.01048978,0.0001473973],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948102,0.001459018,4.484471e-7,0.0007713491,0.00004195043,0.0009052771,0.0001258535,0.00003093064,0.001854933],"genre_scores_gemma":[0.9930996,0.003531654,0.00001388806,0.002273655,0.0000180464,0.00006222352,0.0007277322,0.00003057556,0.0002426716],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02335407,"threshold_uncertainty_score":0.5330408,"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."}}