{"id":"W4213455234","doi":"10.1182/blood.2021014393","title":"TEMPI syndrome associated with IgM monoclonal gammopathy","year":2022,"lang":"en","type":"article","venue":"Blood","topic":"Vascular Malformations and Hemangiomas","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Monoclonal gammopathy; Medicine; Immunoglobulin M; Paraproteinemias; Monoclonal gammopathy of undetermined significance; Immunology; Waldenstrom macroglobulinemia; Monoclonal; Monoclonal antibody; Antibody; Immunoglobulin G; Lymphoma","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":[0.0001706628,0.00007926123,0.00016293,0.000090178,0.0001926066,0.000009946319,0.00005947597,0.00002459918,0.0005996527],"category_scores_gemma":[0.00002039865,0.00006624025,0.00008181894,0.0002647061,0.00001688332,0.00004489077,0.00005112142,0.0001493622,0.00003333763],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004071699,"about_ca_system_score_gemma":0.00008100172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001397799,"about_ca_topic_score_gemma":0.000006076747,"domain_scores_codex":[0.9992313,0.00002780158,0.0001264289,0.0001208838,0.0003261111,0.0001674977],"domain_scores_gemma":[0.9996383,0.00001445563,0.00005102672,0.0001893473,0.00003750803,0.00006938172],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004328895,0.01766805,0.9313957,0.0003276421,0.006099754,0.0132251,0.004827642,0.0003725875,0.005307418,0.006102903,0.01268631,0.001554014],"study_design_scores_gemma":[0.01622926,0.003269217,0.9446998,0.0001250251,0.001568823,0.01372713,0.0009953937,0.0004901588,0.001173146,0.0002023664,0.01702741,0.0004922681],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947035,0.0002684704,0.00002553021,0.0003716161,0.00002880033,0.0002043355,0.00002337908,0.00008664445,0.004287739],"genre_scores_gemma":[0.9979278,0.000002839704,0.0003284066,0.0002216835,0.00002249407,0.00007410792,0.0001404576,0.00001763235,0.001264546],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01579637,"threshold_uncertainty_score":0.6565776,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0105194156880821,"score_gpt":0.2073590606405258,"score_spread":0.1968396449524437,"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."}}