{"id":"W2599824295","doi":"10.1056/nejmoa1613627","title":"Prevention of Hereditary Angioedema Attacks with a Subcutaneous C1 Inhibitor","year":2017,"lang":"en","type":"article","venue":"New England Journal of Medicine","topic":"Coagulation, Bradykinin, Polyphosphates, and Angioedema","field":"Medicine","cited_by":234,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Hospital Edmonton; McMaster University; Ottawa Allergy Research Corporation; University of Ottawa; University of Alberta Hospital; Institut de Recherche et de Développement en Agroenvironnement; St. Michael's Hospital","funders":"","keywords":"Medicine; Hereditary angioedema; Angioedema; C1-inhibitor; Dermatology; MEDLINE","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":[0.0006543453,0.0001913108,0.0007363135,0.0001838039,0.000123259,0.00001452226,0.000187008,0.00009648591,0.0002688556],"category_scores_gemma":[0.00042302,0.0001181004,0.0001530282,0.00008624556,0.0002466092,0.0002064158,0.00002626333,0.0002433758,0.000002893348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000375168,"about_ca_system_score_gemma":0.0003148166,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001941691,"about_ca_topic_score_gemma":0.0001031031,"domain_scores_codex":[0.998186,0.00004776258,0.0007122869,0.0001529249,0.0006896527,0.0002113717],"domain_scores_gemma":[0.9976867,0.0001367808,0.001060809,0.0003816684,0.0003855418,0.0003485185],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0161808,0.0006579008,0.2722523,0.0005571259,0.001238226,0.006331168,0.004877173,0.00006228375,0.01419775,0.0003575993,0.05819561,0.625092],"study_design_scores_gemma":[0.2182358,0.0452713,0.568795,0.01479476,0.003576131,0.06296144,0.001534576,0.0003061302,0.01202284,0.003137538,0.06864404,0.000720496],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9846298,0.003943872,0.0005403921,0.007765532,0.0008704116,0.0002127513,0.000002897732,0.00001498765,0.00201933],"genre_scores_gemma":[0.9887102,0.0002879784,0.0009171211,0.0001411367,0.00730435,7.851787e-7,0.000009948448,0.00002584098,0.002602658],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6243715,"threshold_uncertainty_score":0.4815994,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02652461579593082,"score_gpt":0.3026517800423477,"score_spread":0.2761271642464169,"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."}}