{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000390484,0.0002770397,0.0003697267,0.001574029,0.0004217025,0.0008769589,0.0004588198,0.0004221741,0.001613665],"category_scores_gemma":[0.002468564,0.0002007906,0.0002186509,0.0008334368,0.0003985904,0.000607604,0.0005824816,0.0004962577,0.0003583723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003533674,"about_ca_system_score_gemma":0.0004870498,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001001422,"about_ca_topic_score_gemma":0.001198055,"domain_scores_codex":[0.9995553,0.00005893254,0.00008003895,0.000104839,0.0001074045,0.00009350097],"domain_scores_gemma":[0.9985744,0.0003222174,0.0006566708,0.00007267208,0.0001480771,0.0002260521],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005069367,0.00001980983,0.9879436,0.00002180869,0.000008054947,0.005292344,0.00007110035,0.00006109783,0.0008051975,0.00002906435,0.0001459294,0.005551232],"study_design_scores_gemma":[0.00001324658,0.0001854092,0.8181292,0.00006463322,0.00004945852,0.1760702,0.0008429347,0.001103027,0.00192575,0.0001666654,0.00143788,0.00001168872],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974612,0.001075294,0.0002695863,0.00007231122,0.000008005133,0.00001246313,0.0001041471,0.00001256371,0.0009844333],"genre_scores_gemma":[0.9991936,0.0002313175,0.0003047584,0.00002870107,0.000019586,0.000004223197,0.0001527813,0.00000305046,0.00006206689],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001613665,"threshold_uncertainty_score":0.005398273,"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."}}