{"id":"W4210915581","doi":"10.1053/j.seminhematol.2022.02.002","title":"Epidemiology of VITT","year":2022,"lang":"en","type":"article","venue":"Seminars in Hematology","topic":"Heparin-Induced Thrombocytopenia and Thrombosis","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; Hamilton Health Sciences; Hamilton Regional Laboratory Medicine Program","funders":"","keywords":"Medicine; Incidence (geometry); Thrombosis; Epidemiology; Population; Immunology; Intensive care medicine; Internal medicine","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007969748,0.0001249682,0.001031771,0.0002604274,0.00005879489,2.39772e-7,0.0001655222,0.0001230517,0.001166906],"category_scores_gemma":[0.0005452664,0.0001258028,0.0001084649,0.000373923,0.000167759,0.00002174367,0.0002500992,0.0004212114,0.00002752331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000105634,"about_ca_system_score_gemma":0.0001206297,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001242695,"about_ca_topic_score_gemma":0.00001818968,"domain_scores_codex":[0.9982647,0.000345222,0.0005996402,0.0003101563,0.0001033994,0.0003769186],"domain_scores_gemma":[0.9986938,0.0006412165,0.000159004,0.0003975536,0.00002717368,0.00008125481],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001343823,0.0003265582,0.9547203,0.0001039441,0.00004971201,0.0002055097,0.0004626166,0.00001648458,0.004229323,0.03749342,0.001286522,0.0009712042],"study_design_scores_gemma":[0.007188508,0.004118338,0.8388398,0.0005068921,0.0003004612,0.01631769,0.004450388,0.0009603342,0.05947536,0.03452924,0.03243615,0.0008767925],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9882964,0.002499277,0.0000222301,0.001861671,0.0003172625,0.0002759771,0.000007103125,0.00002949358,0.006690595],"genre_scores_gemma":[0.9972299,0.0001317211,0.001519929,0.0006984546,0.00001799646,0.00009658245,0.00002051631,0.00001846202,0.0002664369],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1158805,"threshold_uncertainty_score":0.9997461,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05389841844282222,"score_gpt":0.3471122796952229,"score_spread":0.2932138612524007,"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."}}