{"id":"W2982445863","doi":"10.1373/jalm.2019.029157","title":"A Puzzling Case of Hyperviscosity Syndrome","year":2019,"lang":"en","type":"article","venue":"The Journal of Applied Laboratory Medicine","topic":"Chronic Lymphocytic Leukemia Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network; Ontario Institute for Cancer Research; University of Toronto","funders":"","keywords":"Hyperviscosity syndrome; Hyperviscosity; Medicine; Cardiology; Internal medicine; Blood viscosity; 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":[0.003042242,0.0001664334,0.000786481,0.000228865,0.00005315311,0.000003688864,0.0002863338,0.00009495616,0.0005365577],"category_scores_gemma":[0.0001968548,0.00008995689,0.00007129816,0.0006642674,0.0003479348,0.00006539816,0.00007788047,0.0006113016,0.00004699354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001294406,"about_ca_system_score_gemma":0.003130754,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009034597,"about_ca_topic_score_gemma":0.000005581626,"domain_scores_codex":[0.997903,0.00008996495,0.0007685731,0.0001251527,0.0008373588,0.0002759391],"domain_scores_gemma":[0.997532,0.0005086776,0.0005305689,0.0005885551,0.0005966719,0.0002435599],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"case_report","study_design_scores_codex":[0.01639719,0.0009839504,0.002772213,0.004311762,0.002480302,0.04049371,0.01682524,0.001229616,0.893371,0.003787905,0.01085403,0.006493113],"study_design_scores_gemma":[0.1888136,0.01421509,0.004637245,0.006630128,0.005269525,0.5887355,0.04628788,0.006973417,0.1141879,0.001286508,0.02187362,0.001089477],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935551,0.001495601,0.00003993872,0.0007370479,0.0002262093,0.000417171,0.000004047548,0.00001114916,0.003513687],"genre_scores_gemma":[0.9986873,0.0001869097,0.0001855826,0.0005047299,0.0002926224,0.000001663275,0.000001204173,0.00002863089,0.0001113101],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.779183,"threshold_uncertainty_score":0.5874931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01526503790540528,"score_gpt":0.2882162769194552,"score_spread":0.2729512390140499,"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."}}