{"id":"W2986907937","doi":"10.1182/blood-2019-126088","title":"Association between a Polygenic Risk Score for Multiple Myeloma Risk and Overall Survival","year":2019,"lang":"en","type":"article","venue":"Blood","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Genome-wide association study; Single-nucleotide polymorphism; Imputation (statistics); Internal medicine; Haplotype; Oncology; Genetic association; Medicine; Multiple myeloma; Biology; Genetics; Genotype; Gene; Missing data","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":[0.001555184,0.0003546222,0.0003529475,0.001237809,0.0004045597,0.0006595134,0.0004091076,0.0003971474,0.002283839],"category_scores_gemma":[0.004082075,0.000143085,0.0008997078,0.001570171,0.0003359426,0.0003689943,0.0005955112,0.0005338716,0.000103682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002904966,"about_ca_system_score_gemma":0.000322641,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004166444,"about_ca_topic_score_gemma":0.004566581,"domain_scores_codex":[0.999104,0.0003143257,0.00009165075,0.0002943163,0.00009153247,0.0001040747],"domain_scores_gemma":[0.9956189,0.001628059,0.001622905,0.0005323735,0.0002471419,0.0003506049],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001710183,0.00001093541,0.9965662,0.00001548491,0.0004492798,0.00004067176,0.00002154925,0.0002396248,0.000366376,0.00006309262,0.0001108281,0.001944952],"study_design_scores_gemma":[0.00001045805,0.00005431671,0.9984335,0.000004734238,0.0002189473,0.0001490845,0.00001960452,0.0006736733,0.00008604407,0.0001980995,0.0001479063,0.000003561672],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960864,0.0007919131,0.001247054,0.0001598977,0.00001115814,0.00001257658,0.001101563,0.00002764391,0.0005618578],"genre_scores_gemma":[0.9991585,0.00007390497,0.0002964143,0.00001855749,0.00001335201,0.000007458765,0.0003656343,0.000003051779,0.0000631763],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004166444,"threshold_uncertainty_score":0.00828439,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02258875342388372,"score_gpt":0.280045564926497,"score_spread":0.2574568115026133,"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."}}