{"id":"W1991534480","doi":"10.1002/ccr3.201","title":"Polyclonal hyperviscosity syndrome in IgG4‐related disease and associated conditions","year":2015,"lang":"en","type":"article","venue":"Clinical Case Reports","topic":"IgG4-Related and Inflammatory Diseases","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Hyperviscosity syndrome; Hyperviscosity; IgG4-related disease; Disease; Internal medicine; Pathology; 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":[0.0009974397,0.0001754763,0.0005054129,0.0001092541,0.0000796767,0.00002063544,0.00002248824,0.0002439337,0.0001575632],"category_scores_gemma":[0.003856803,0.0001570813,0.0001824168,0.0002308225,0.0002591144,0.0001454225,0.00006428343,0.0004617735,0.00003945195],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000857174,"about_ca_system_score_gemma":0.0005590263,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006841111,"about_ca_topic_score_gemma":0.00001644617,"domain_scores_codex":[0.9976469,0.0001834685,0.001162779,0.0004453263,0.0002840383,0.0002774945],"domain_scores_gemma":[0.9976283,0.0002180778,0.0002796637,0.0003754602,0.0001509029,0.001347571],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"observational","study_design_scores_codex":[0.0001098769,0.0006259124,0.4957505,0.00002135305,0.00008873452,0.5015851,0.00002222153,0.000004796595,0.000004110682,0.00007395164,0.001600879,0.0001125258],"study_design_scores_gemma":[0.002251607,0.0002534917,0.9012651,0.000232598,0.000472266,0.09271939,0.00006121035,0.0003560248,0.000002577593,0.001645984,0.000538542,0.0002012249],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960316,0.0007957697,7.103217e-7,0.0007748042,0.0004163173,0.0003831669,0.00005032886,0.0001261622,0.001421168],"genre_scores_gemma":[0.9983659,0.00003992617,0.00001433278,0.0004823609,0.00005923322,0.00001754114,0.000269622,0.00002296272,0.0007281605],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4088657,"threshold_uncertainty_score":0.6405591,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05841013513369671,"score_gpt":0.3605959955193145,"score_spread":0.3021858603856178,"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."}}