{"id":"W2774700270","doi":"10.1038/leu.2017.331","title":"Early relapse after autologous hematopoietic cell transplantation remains a poor prognostic factor in multiple myeloma but outcomes have improved over time","year":2017,"lang":"en","type":"article","venue":"Leukemia","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":89,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"National Center for Advancing Translational Sciences; National Institute of Allergy and Infectious Diseases; National Cancer Institute; National Heart, Lung, and Blood Institute","keywords":"Medicine; Transplantation; Oncology; Population; Internal medicine; Multiple myeloma; Hematopoietic stem cell transplantation","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":[0.0001157988,0.0003319431,0.0005354076,0.0001844627,0.0001879928,0.0001092312,0.0002193362,0.0002491353,0.000221403],"category_scores_gemma":[0.0004526572,0.0002603947,0.0001817767,0.00005679989,0.0001340439,0.0002544738,0.00006282154,0.0003958407,0.0004479046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005325046,"about_ca_system_score_gemma":0.0002843142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001507061,"about_ca_topic_score_gemma":0.0007910723,"domain_scores_codex":[0.9979471,0.00007421373,0.0003983776,0.0005155876,0.0004026138,0.0006621181],"domain_scores_gemma":[0.998467,0.0002480381,0.0001639975,0.0007328445,0.00006925567,0.0003188348],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001333601,0.0002253662,0.9760346,0.0002810031,0.0000853893,0.002887991,0.0009432847,9.324552e-7,0.01650471,0.000002253071,0.00004021999,0.001660691],"study_design_scores_gemma":[0.01071084,0.0003654028,0.9771829,0.0001951237,0.00009752917,0.00007032345,0.00002653188,0.002725738,0.00832337,0.00003052842,0.00003107499,0.0002405978],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969708,0.00007274155,0.0000431973,0.0002825916,0.00008635862,0.001521946,0.0001536127,0.00009366368,0.0007750718],"genre_scores_gemma":[0.9921884,0.00002374633,0.0009485685,0.0001190029,0.00005145733,0.0002814746,0.00008601852,0.00005649371,0.006244832],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009377243,"threshold_uncertainty_score":0.9999848,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01723027951420258,"score_gpt":0.2772434045291609,"score_spread":0.2600131250149583,"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."}}