{"id":"W4249139428","doi":"10.21203/rs.3.rs-829452/v1","title":"Malignancy and Immune Disorders in Patients With Hereditary Angioedema","year":2021,"lang":"en","type":"preprint","venue":"Research Square","topic":"Coagulation, Bradykinin, Polyphosphates, and Angioedema","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Malignancy; Hereditary angioedema; Medicine; Dermatology; Angioedema; Immune system; Pathology; Immunology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002983121,0.000327918,0.0004132176,0.001450359,0.0006846458,0.0006344139,0.0002486612,0.000765382,0.004430941],"category_scores_gemma":[0.002517161,0.0002383828,0.0002838135,0.001167552,0.0004957341,0.0007018372,0.0003172652,0.0005876673,0.000356194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002490463,"about_ca_system_score_gemma":0.0002933071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001742184,"about_ca_topic_score_gemma":0.0009606723,"domain_scores_codex":[0.9997298,0.00007720818,0.00003028416,0.00004675345,0.00005416378,0.00006179571],"domain_scores_gemma":[0.999118,0.0003515044,0.0002645129,0.00004422073,0.00004850471,0.0001732091],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006197616,0.0001302663,0.983811,0.00002856837,0.00004993566,0.01014844,0.0001853706,0.00009224964,0.0007786845,0.0002100188,0.0004840106,0.003461665],"study_design_scores_gemma":[0.00004058876,0.0002155399,0.9764915,0.00002198408,0.00009048275,0.02145564,0.0003082177,0.000298192,0.000175106,0.0003607074,0.0005315488,0.00001055034],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955034,0.001051221,0.00007179071,0.0002665398,0.00002726862,0.00000775367,0.0001496843,0.00001119558,0.002911161],"genre_scores_gemma":[0.9990122,0.0002804303,0.00005416316,0.00006664546,0.00009348261,0.000004174094,0.00009243352,0.000002785164,0.0003935808],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004430941,"threshold_uncertainty_score":0.01482302,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0206871061516418,"score_gpt":0.3196976229741891,"score_spread":0.2990105168225473,"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."}}