{"id":"W2043831614","doi":"10.1182/blood-2008-09-177329","title":"Long-term outcomes to fludarabine and rituximab in Waldenström macroglobulinemia","year":2008,"lang":"en","type":"article","venue":"Blood","topic":"Chronic Lymphocytic Leukemia Research","field":"Medicine","cited_by":147,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University Medical Centre","funders":"National Cancer Institute","keywords":"Medicine; Fludarabine; Rituximab; Waldenstrom macroglobulinemia; Internal medicine; Macroglobulinemia; Neutropenia; Gastroenterology; Surgery; Lymphoma; Chemotherapy; Cyclophosphamide; Multiple myeloma","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":[0.0001452201,0.0001833972,0.0004536237,0.0001929903,0.0000553323,0.0000142066,0.000126843,0.0001112225,0.0001066218],"category_scores_gemma":[0.0002420731,0.0001533334,0.00006083578,0.000294319,0.0001234633,0.00005175035,0.0001667586,0.0002257952,0.0002280271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001150276,"about_ca_system_score_gemma":0.001298502,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000312665,"about_ca_topic_score_gemma":0.0001587441,"domain_scores_codex":[0.9983882,0.00002589588,0.0003017132,0.0003834288,0.0004189388,0.0004817773],"domain_scores_gemma":[0.9990694,0.00008784674,0.00002723401,0.0004251737,0.00006336636,0.0003270032],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002776735,0.003147153,0.9765149,0.0002474994,0.0001107098,0.01115997,0.0005762586,0.000001407591,0.002194821,0.00003210556,0.0007896823,0.004947821],"study_design_scores_gemma":[0.1224613,0.0002748585,0.8635204,0.0001614559,0.00007116188,0.005770807,0.00002186772,0.00009808323,0.007071713,0.00001489555,0.0003079583,0.0002255467],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964069,0.0006811259,0.00001099178,0.001173565,0.00005313061,0.0005223626,0.000007378118,0.00006156311,0.001082969],"genre_scores_gemma":[0.9957027,0.0001925143,0.001057037,0.0005599287,0.0001151625,0.00003445187,0.00001311081,0.00003011962,0.002294903],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1221836,"threshold_uncertainty_score":0.6252756,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02937707616211306,"score_gpt":0.3144924683044922,"score_spread":0.2851153921423791,"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."}}