{"id":"W2264688301","doi":"10.3324/haematol.2015.134049","title":"Survival in multiple myeloma patients who develop second malignancies: a population-based cohort study","year":2015,"lang":"en","type":"letter","venue":"Haematologica","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University Health Network","funders":"","keywords":"Medicine; Lenalidomide; Multiple myeloma; Internal medicine; Population; Melphalan; Cohort; Oncology; Transplantation; Malignancy; Myelodysplastic syndromes; Cancer; Bone marrow","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000587974,0.000706349,0.001986605,0.0005797129,0.0001421999,0.00006250243,0.0003542236,0.0009031773,0.0007767135],"category_scores_gemma":[0.001924475,0.0005355842,0.0001758219,0.0006298356,0.00009415969,0.00008584632,0.0001647564,0.001352681,0.0003416511],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006863765,"about_ca_system_score_gemma":0.0006463017,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001419086,"about_ca_topic_score_gemma":0.002188409,"domain_scores_codex":[0.9946095,0.0006069836,0.0009604113,0.001120128,0.00167432,0.001028634],"domain_scores_gemma":[0.9970769,0.0006218516,0.0003406024,0.000926389,0.0007380453,0.0002962429],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003483683,0.0009389863,0.8318745,0.0003332229,0.0002417018,0.007448686,0.0001035568,0.000001433092,4.43165e-7,0.000001037051,0.1584476,0.0002603515],"study_design_scores_gemma":[0.008743224,0.0008186238,0.9623252,0.0002976162,0.0001033372,0.00003384623,0.00007140741,0.0001383699,0.00001210657,0.0000250167,0.02695693,0.0004743531],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9803243,0.00009041673,0.000006544163,0.01117964,0.0002979425,0.005951974,0.000266668,0.0001434511,0.001739032],"genre_scores_gemma":[0.9589797,0.000004843956,0.0005252736,0.03104662,0.0002375998,0.00118613,0.005711439,0.000104427,0.002204015],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1314907,"threshold_uncertainty_score":0.9997095,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05383425820085901,"score_gpt":0.302552297359057,"score_spread":0.248718039158198,"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."}}