{"id":"W4226277181","doi":"10.1186/s13223-021-00621-7","title":"Malignancy and immune disorders in patients with hereditary angioedema","year":2021,"lang":"en","type":"article","venue":"Allergy Asthma and Clinical Immunology","topic":"Coagulation, Bradykinin, Polyphosphates, and Angioedema","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Malignancy; Medicine; Angioedema; Hereditary angioedema; Dermatology; Cancer; C1-inhibitor; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002780933,0.0003204525,0.0002923741,0.001045649,0.0008497325,0.0004884944,0.0001952379,0.0004875928,0.003411733],"category_scores_gemma":[0.002260266,0.0001755295,0.0002148617,0.0007916949,0.0004460276,0.0005949192,0.0003249265,0.0006448959,0.0002774849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002653656,"about_ca_system_score_gemma":0.0003560196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001228943,"about_ca_topic_score_gemma":0.001606337,"domain_scores_codex":[0.9997188,0.00005199963,0.00004103432,0.00004566925,0.00007118808,0.000071321],"domain_scores_gemma":[0.9986722,0.0004830974,0.0005043252,0.00004165562,0.00007971141,0.0002189157],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005476556,0.00005764582,0.9126173,0.00003149874,0.00001580274,0.08149922,0.0003037196,0.00007323495,0.0005219535,0.000119872,0.0006155685,0.00408946],"study_design_scores_gemma":[0.0000150104,0.0001572542,0.49372,0.00006605483,0.00005084257,0.50217,0.000710408,0.0003275176,0.00048786,0.0002369084,0.002045562,0.00001257549],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902186,0.002507324,0.0003127481,0.0004672819,0.00004284198,0.00003006099,0.0001351505,0.00002603295,0.00626011],"genre_scores_gemma":[0.9989753,0.0004101031,0.00017051,0.0001269158,0.00006315092,0.000005785151,0.00004572219,0.000002747172,0.0001997722],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003411733,"threshold_uncertainty_score":0.0114134,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007209664597059141,"score_gpt":0.252500524348201,"score_spread":0.2452908597511419,"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."}}