{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002827977,0.000225835,0.0003998734,0.0009551893,0.0002555974,0.0006386389,0.0001682403,0.0003559042,0.001893448],"category_scores_gemma":[0.0009349786,0.0001259608,0.0001932856,0.0007280112,0.0002075642,0.0002375728,0.0003590105,0.0002477003,0.0003752109],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002113388,"about_ca_system_score_gemma":0.0000897518,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004665237,"about_ca_topic_score_gemma":0.0006511593,"domain_scores_codex":[0.9996454,0.00004741185,0.00002916534,0.0001463516,0.00008455268,0.00004703823],"domain_scores_gemma":[0.9997538,0.00008067456,0.00006997205,0.00001976883,0.00004437319,0.00003149127],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003149663,0.0001280425,0.4630068,0.0004450028,0.0004868399,0.005568488,0.0008270905,0.002167791,0.4079299,0.000836822,0.003109088,0.1123445],"study_design_scores_gemma":[0.00004715145,0.0004271374,0.9456775,0.00008079054,0.0003490176,0.01827029,0.0003106297,0.002795722,0.01986972,0.001255143,0.01087316,0.00004383295],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941953,0.002334736,0.0006543397,0.00009794631,0.000004945795,0.00001152063,0.001407653,0.00002436022,0.001269173],"genre_scores_gemma":[0.9966626,0.0006787135,0.0004595689,0.0001055975,0.00001299478,0.00001263414,0.001662612,0.00002530865,0.0003799899],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001893448,"threshold_uncertainty_score":0.006334245,"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."}}