{"id":"W2137040543","doi":"10.1182/blood-2007-03-081018","title":"Myeloma in patients younger than age 50 years presents with more favorable features and shows better survival: an analysis of 10 549 patients from the International Myeloma Working Group","year":2008,"lang":"en","type":"article","venue":"Blood","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":234,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"National Cancer Institute","keywords":"Medicine; Multiple myeloma; Internal medicine; Transplantation; Creatinine; Multivariate analysis; Adverse effect; Stage (stratigraphy); Surgery; Young adult","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":[0.0003618616,0.0003718256,0.0006753613,0.0008177894,0.0004861185,0.0004974711,0.0001957902,0.000447646,0.001412854],"category_scores_gemma":[0.001280265,0.000229787,0.0004654315,0.0008941806,0.0002362527,0.000498919,0.0003564381,0.0003991855,0.0003001118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002230422,"about_ca_system_score_gemma":0.00020873,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002056624,"about_ca_topic_score_gemma":0.002531814,"domain_scores_codex":[0.9997845,0.0000395205,0.00002407225,0.00005743929,0.00004420387,0.00005022477],"domain_scores_gemma":[0.9991653,0.0001464753,0.0003821373,0.00003509233,0.00005508807,0.0002159924],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006666241,0.00001118977,0.9986812,0.00000403784,0.0000239563,0.0001567633,0.0000398364,0.00002118221,0.0001609554,0.000003635247,0.00005807925,0.0007724359],"study_design_scores_gemma":[0.000009334163,0.00008550791,0.9985579,0.000003666057,0.00002327273,0.0009425203,0.00009712991,0.00005496901,0.00002948085,0.000009455718,0.0001835844,0.000003244488],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994784,0.0002186038,0.0000310606,0.00002150123,0.000006765262,0.00000276986,0.0001253712,0.000001583238,0.0001139178],"genre_scores_gemma":[0.9992514,0.0001395961,0.0000441044,0.00002701334,0.0000294047,0.000006424129,0.0004175593,0.000001574985,0.00008280056],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002056624,"threshold_uncertainty_score":0.004726529,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02090865886344021,"score_gpt":0.2568256700594882,"score_spread":0.235917011196048,"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."}}