{"id":"W4283384745","doi":"10.1097/01.hs9.0000851224.51567.a8","title":"PB2098: ‘REAL-WORLD’ TREATMENT PATTERNS AND PATHWAYS OF SECOND LINE DIFFUSE LARGE B-CELL LYMPHOMA PATIENTS IN UK, CANADA, FRANCE, GERMANY, ITALY AND SPAIN USING A PROSPECTIVE SURVEY OF PHYSICIANS","year":2022,"lang":"en","type":"article","venue":"HemaSphere","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Diffuse large B-cell lymphoma; Medicine; Lymphoma; Internal medicine; Refractory (planetary science); Pediatrics; Oncology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006765334,0.0002346644,0.0002471827,0.00113918,0.000525991,0.001071077,0.0005555321,0.0005905571,0.001649078],"category_scores_gemma":[0.002321768,0.0002463343,0.0002672972,0.002055117,0.0004741988,0.0004663912,0.0006753973,0.0003595661,0.0004213021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002764739,"about_ca_system_score_gemma":0.001397204,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3767002,"about_ca_topic_score_gemma":0.339701,"domain_scores_codex":[0.9990977,0.0002146822,0.0001093335,0.0001662054,0.0001743147,0.0002376785],"domain_scores_gemma":[0.9973974,0.0002960426,0.001177926,0.0001042323,0.0005201195,0.0005043481],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003978888,0.00001546152,0.9990588,0.000006606936,0.000008637507,0.00005094523,0.0002189351,0.00002106194,0.00003264191,0.000006340693,0.0001413025,0.0003995108],"study_design_scores_gemma":[0.000004017709,0.00004349114,0.9987936,0.000006170932,0.000003674665,0.0001193219,0.0007223684,0.00006338843,0.00001432385,0.000001843185,0.0002245561,0.00000321828],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983326,0.0001170503,0.00001849616,0.00005494424,0.000002088512,0.00001746908,0.00103987,0.000002500812,0.0004149522],"genre_scores_gemma":[0.9986529,0.000100632,0.0000435427,0.00005849327,0.00000362583,0.00001438528,0.0009338057,0.000001780489,0.000190818],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6232998,"threshold_uncertainty_score":0.7490152,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01244380739963297,"score_gpt":0.2304264762362094,"score_spread":0.2179826688365765,"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."}}