{"id":"W2164147551","doi":"10.1200/jco.2005.10.126","title":"Phenotypic Heterogeneity in Multiple Myeloma Families","year":2005,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":63,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Creighton University; National Cancer Institute; U.S. Department of Health and Human Services; National Institutes of Health; University of Nebraska Medical Center; Nebraska Department of Health and Human Services","keywords":"Medicine; Proband; Multiple myeloma; Family history; Family aggregation; Population; Observational study; Family studies; Genetics; Pathology; Internal medicine; Mutation; Biology; 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":[0.000324102,0.0004706557,0.0003102601,0.001159752,0.001185693,0.0003771988,0.0004065934,0.0003815917,0.002920442],"category_scores_gemma":[0.003388207,0.0001967861,0.0002497325,0.000913287,0.0006531588,0.0003104406,0.0007617848,0.0003706063,0.0001856915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003383136,"about_ca_system_score_gemma":0.0003342792,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002014275,"about_ca_topic_score_gemma":0.001687643,"domain_scores_codex":[0.9995097,0.0001323961,0.00003646333,0.0001610417,0.00007424183,0.00008613426],"domain_scores_gemma":[0.9989154,0.0003751373,0.0004295197,0.00005981942,0.00008374825,0.0001364166],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001911515,0.0000639158,0.9063457,0.00005394228,0.00006716491,0.07378007,0.001412668,0.000363288,0.003573072,0.0007031107,0.00111017,0.01233583],"study_design_scores_gemma":[0.00003175225,0.0001801188,0.575366,0.0000530718,0.00009788797,0.418199,0.001356458,0.0004991494,0.0008412461,0.001125106,0.002223882,0.00002624227],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980114,0.000317644,0.0004263248,0.0001306948,0.000005892482,0.00001063528,0.0001196159,0.00001348718,0.0009642648],"genre_scores_gemma":[0.9993387,0.0001331026,0.0002174787,0.00003655249,0.00001381502,0.000009518604,0.000107702,0.000005267447,0.0001378518],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002920442,"threshold_uncertainty_score":0.009769857,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1828600453116601,"score_gpt":0.4861984207155332,"score_spread":0.3033383754038731,"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."}}