{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005056944,0.002216934,0.001318642,0.003633623,0.002353293,0.00200286,0.002489333,0.01023563,0.003415024],"category_scores_gemma":[0.01091343,0.00106679,0.001283697,0.002277554,0.002837685,0.00296481,0.001951817,0.005439464,0.001127705],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001316089,"about_ca_system_score_gemma":0.0007377585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001063827,"about_ca_topic_score_gemma":0.0006676876,"domain_scores_codex":[0.9990137,0.0001712907,0.00008063037,0.0002882106,0.0001208546,0.0003253413],"domain_scores_gemma":[0.995488,0.002133552,0.0005690106,0.000538686,0.0001854252,0.001085246],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00003338909,0.00001576846,0.001327105,0.00001391515,0.000003931452,0.997148,0.00004962985,0.00004965892,0.0004344,0.00031992,0.0001440236,0.0004602628],"study_design_scores_gemma":[0.0000308353,0.00005718078,0.001565628,0.000007968381,0.000007780676,0.9968951,0.00004968156,0.0003095379,0.0002956207,0.0004570006,0.000314788,0.000008784282],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9395021,0.007276634,0.00595263,0.01305415,0.001567929,0.0003256617,0.0006002307,0.0006784674,0.03104217],"genre_scores_gemma":[0.9936273,0.0007849469,0.001437116,0.001816303,0.0009768482,0.00003888963,0.0001005108,0.000041391,0.001176713],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01023563,"threshold_uncertainty_score":0.01142436,"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."}}