{"id":"W3097225763","doi":"10.1182/blood-2020-133760","title":"The Mutational Landscape of Cold Agglutinin Disease","year":2020,"lang":"en","type":"article","venue":"Blood","topic":"Blood groups and transfusion","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Exome sequencing; Biology; Exome; Mutation; Autoimmune hemolytic anemia; Genetics; Immunology; Molecular biology; Gene; Antibody","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":[0.0000417247,0.00004178114,0.0000781797,0.000007594541,0.00004500351,0.000004384083,0.00003789376,0.0000165272,0.00004967569],"category_scores_gemma":[0.00005169552,0.00002613176,0.00005049953,0.0000809788,0.00002730699,0.00001227916,0.000009851133,0.00005624676,0.00001387656],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":7.15693e-7,"about_ca_system_score_gemma":0.00005230157,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002403975,"about_ca_topic_score_gemma":0.000001457678,"domain_scores_codex":[0.9995868,0.00001027967,0.0001023913,0.00007962317,0.0001508076,0.00007016481],"domain_scores_gemma":[0.9996925,0.00005056355,0.00002432137,0.00007830929,0.00003393976,0.0001203822],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00213784,0.003264027,0.8790573,0.0006637005,0.0007738947,0.0005626241,0.00187782,0.00002601589,0.04864584,0.04846696,0.007992681,0.00653133],"study_design_scores_gemma":[0.01550117,0.0008714452,0.9133433,0.0001262354,0.001339254,0.00002930824,0.0002889108,0.000819799,0.03497182,0.0003353866,0.03218877,0.0001846031],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9873999,0.001129932,0.0000383538,0.008771007,0.00003055805,0.0001558531,0.00002168239,0.00002320435,0.002429453],"genre_scores_gemma":[0.9990696,0.00004520058,0.0001038845,0.0005366775,0.0001264809,0.000005773451,0.00001405551,0.000006174814,0.00009214748],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04813157,"threshold_uncertainty_score":0.1065622,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01186287876321337,"score_gpt":0.2243815490124757,"score_spread":0.2125186702492623,"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."}}