{"id":"W2555499891","doi":"10.1182/blood.v112.11.1688.1688","title":"HLA Specificities and Predisposition to the Development of Multiple Myeloma (MM).","year":2008,"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":"Princess Margaret Cancer Centre","funders":"","keywords":"Human leukocyte antigen; Haplotype; Immunology; Allele; Population; Medicine; Allele frequency; Linkage disequilibrium; Typing; Biology; Genetics; Antigen; Gene","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":[0.0002569756,0.0001741317,0.0001444694,0.0004307332,0.0002304195,0.0002218479,0.0001309218,0.000262674,0.003886654],"category_scores_gemma":[0.001039964,0.0001023071,0.0001899241,0.0007553168,0.0001345332,0.0001336567,0.0002180393,0.0003384295,0.0002997898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007756244,"about_ca_system_score_gemma":0.0001166556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006344136,"about_ca_topic_score_gemma":0.0004572911,"domain_scores_codex":[0.9998134,0.00007196586,0.00002007215,0.00003937222,0.00002604013,0.00002930276],"domain_scores_gemma":[0.9992483,0.0001907367,0.000323063,0.00004367915,0.00004013327,0.0001539983],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002151049,0.00002488456,0.9957947,0.00001348946,0.00005067786,0.0002110479,0.00002614733,0.00005133238,0.001416388,0.00003082628,0.00008113219,0.002084349],"study_design_scores_gemma":[0.000007587723,0.0001348312,0.9973967,0.000006151504,0.00003392875,0.00167777,0.00005077654,0.0001252739,0.0002091114,0.00005483738,0.0003012911,0.000001699556],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987091,0.000360951,0.0001589889,0.00003979441,0.00000510615,0.000004474238,0.0001539766,0.000005195174,0.0005624364],"genre_scores_gemma":[0.9995891,0.00007272927,0.00009840664,0.0000115224,0.000007253674,0.000003068787,0.00008819188,0.000001499807,0.0001282279],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003886654,"threshold_uncertainty_score":0.0130021,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.036371028711575,"score_gpt":0.2714073729883372,"score_spread":0.2350363442767622,"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."}}