{"id":"W1987310290","doi":"10.1038/bmt.2014.226","title":"Efficacy, toxicity and mortality of autologous SCT in multiple myeloma patients with dialysis-dependent renal failure","year":2014,"lang":"en","type":"article","venue":"Bone Marrow Transplantation","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":57,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Internal medicine; Multiple myeloma; Dialysis; Mucositis; Septic shock; Neutropenia; Surgery; Toxicity; Sepsis","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":[],"consensus_categories":[],"category_scores_codex":[0.0002192814,0.0001560242,0.000356207,0.0001662364,0.00004879016,0.00001060396,0.00004253138,0.00008303365,0.00001994786],"category_scores_gemma":[0.00007322,0.0001189297,0.00004707225,0.0001576416,0.00008962849,0.00009105998,0.000008950238,0.0001256597,0.000003578922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004409597,"about_ca_system_score_gemma":0.00004035408,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004892224,"about_ca_topic_score_gemma":0.0034689,"domain_scores_codex":[0.9985884,0.0001306384,0.0003031633,0.0002931365,0.0004496031,0.0002349923],"domain_scores_gemma":[0.9993541,0.0001440872,0.00009379741,0.0001916514,0.00007840817,0.0001379769],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003197137,0.0007020921,0.9733412,0.0002548225,0.0001140712,0.00007909029,0.0003338193,0.00004572543,0.0106928,0.00001857778,0.000003566631,0.01121711],"study_design_scores_gemma":[0.01627606,0.0005638953,0.968852,0.000137882,0.0001692488,0.00001810025,0.00001423502,0.0009204581,0.01291976,0.00001693988,0.000005979374,0.0001054762],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981554,0.00002028389,0.0008106062,0.00007327346,0.00001288574,0.0006569728,0.00008627633,0.0000266358,0.0001577345],"genre_scores_gemma":[0.9984478,0.00002749444,0.0009162074,0.00001776699,0.00001533788,0.00003138841,0.0005076844,0.00001377931,0.00002254391],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01307892,"threshold_uncertainty_score":0.4849812,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01344495948099943,"score_gpt":0.2542282640166661,"score_spread":0.2407833045356667,"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."}}