{"id":"W4403058962","doi":"10.58931/cait.2023.3142","title":"Management of Hereditary Angioedema Type 1 and 2 for Canadian Allergy and Immunology Practitioners","year":2023,"lang":"en","type":"article","venue":"Canadian allergy & immunology today.","topic":"Coagulation, Bradykinin, Polyphosphates, and Angioedema","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Hereditary angioedema; Allergy; Angioedema; Medicine; Immunology; Dermatology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001867583,0.0002497507,0.0004275697,0.0007527877,0.0003023197,0.00001567396,0.0001362249,0.0003355967,0.0003213943],"category_scores_gemma":[0.0000738814,0.0002763392,0.00007868589,0.0004872434,0.0003689098,0.00008671101,0.00005541721,0.0001507364,0.00004073133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002215107,"about_ca_system_score_gemma":0.0008866127,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3699373,"about_ca_topic_score_gemma":0.6581676,"domain_scores_codex":[0.998298,0.00004501883,0.0003637377,0.000434245,0.00009502594,0.0007639459],"domain_scores_gemma":[0.9987384,0.00009975515,0.0001078042,0.0003716226,0.0001983179,0.0004841048],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002911705,0.0003378514,0.0245818,0.001046506,0.03790819,0.00653699,0.008505572,0.0002090392,0.006799521,0.2815166,0.3664287,0.2632175],"study_design_scores_gemma":[0.002342616,0.0005689664,0.3865925,0.0001546435,0.0001235714,0.0003720968,0.002390957,0.0002246299,0.0001862211,0.001236343,0.6054301,0.0003774008],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9351845,0.0284167,0.00001268341,0.02284928,0.001680459,0.001114024,0.0001959005,0.0001541916,0.0103922],"genre_scores_gemma":[0.9803984,0.00671881,0.000586593,0.001325643,0.0001536747,0.0001014825,0.000871991,0.00007644961,0.009766988],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3620107,"threshold_uncertainty_score":0.9999689,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01771718804587471,"score_gpt":0.2554622852162464,"score_spread":0.2377450971703717,"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."}}