{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004463231,0.0001399432,0.000161636,0.001078312,0.0002615235,0.0005590306,0.0003201237,0.0002914398,0.002125473],"category_scores_gemma":[0.002446121,0.0001485056,0.0002562079,0.002256565,0.0002003781,0.0004798899,0.0003919,0.000403758,0.0003433615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008492238,"about_ca_system_score_gemma":0.0005859483,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01677035,"about_ca_topic_score_gemma":0.01770655,"domain_scores_codex":[0.9993175,0.0001355984,0.0001281295,0.000190475,0.0001277239,0.0001005392],"domain_scores_gemma":[0.9976293,0.0003273821,0.001550126,0.00009101761,0.0002055474,0.0001966856],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008134654,0.00002172407,0.9970619,0.00001234602,0.0000236004,0.00003843861,0.00003731013,0.0001006195,0.00006012498,0.00002793462,0.0008610777,0.001673478],"study_design_scores_gemma":[0.00001145498,0.00005694214,0.9978021,0.00001783063,0.00001608599,0.0003584962,0.0002277344,0.0003759767,0.00007031764,0.00003735578,0.001021383,0.000004283374],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9854704,0.0004133265,0.0001393145,0.0002425393,0.000008111349,0.00002298738,0.01234006,0.00001656583,0.00134665],"genre_scores_gemma":[0.9928721,0.0001824018,0.0001492113,0.0001154455,0.00001134446,0.00003087435,0.006457292,0.00000448676,0.0001768897],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01677035,"threshold_uncertainty_score":0.03334546,"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."}}