{"id":"W2593487892","doi":"10.1182/blood.v128.22.5975.5975","title":"Characterization and Management of Synchronous Dual Hematological Malignancies","year":2016,"lang":"en","type":"article","venue":"Blood","topic":"Multiple and Secondary Primary Cancers","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Victoria Regional Health Centre","funders":"","keywords":"Medicine; Concomitant; Multiple myeloma; Internal medicine; Malignancy; Lymphoma; Lymphoproliferative disorders; Monoclonal gammopathy of undetermined significance; Hematology; Asymptomatic; Pediatrics; Immunology; Monoclonal","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":[0.00003574858,0.00005009331,0.0001312284,0.00002189222,0.00001374257,0.000002181806,0.00001690231,0.00002839389,0.0001574574],"category_scores_gemma":[0.000004697788,0.000030307,0.00001977784,0.00002705154,0.00004823246,0.00003790879,0.00002394166,0.00001500229,0.000005895635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007649407,"about_ca_system_score_gemma":0.00001360371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001019018,"about_ca_topic_score_gemma":3.337997e-7,"domain_scores_codex":[0.9996257,0.000007130745,0.0001124514,0.0001039717,0.00007102547,0.00007972554],"domain_scores_gemma":[0.9998091,0.00001183701,0.00003594797,0.00009114469,0.00001617589,0.00003581984],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001388534,0.000341213,0.06538732,0.0007542969,0.0002171314,0.0002274019,0.000130471,2.207055e-8,0.8808149,0.002850228,0.00006811686,0.04907007],"study_design_scores_gemma":[0.006280439,0.0004042925,0.7796464,0.0004287674,0.0002315495,0.0002942338,0.00006166237,0.000003878677,0.2072252,0.00003499295,0.005266909,0.0001216518],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975372,0.0001734913,0.0004571544,0.0003540371,0.00002874362,0.0001434596,0.0000118347,0.00001852652,0.001275542],"genre_scores_gemma":[0.9979851,0.0007657908,0.0005348092,0.0001219337,0.0000236815,0.000009673736,0.00001075001,0.000004398665,0.0005439218],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7142591,"threshold_uncertainty_score":0.1724048,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01418319493984704,"score_gpt":0.2333834808145796,"score_spread":0.2192002858747326,"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."}}