{"id":"W2475561659","doi":"10.1182/blood.v124.21.2019.2019","title":"Patient, Disease and Treatment Characteristics of Long-Term Survivors of Multiple Myeloma","year":2014,"lang":"en","type":"article","venue":"Blood","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; Princess Margaret Cancer Centre; McMaster University; University of Toronto","funders":"","keywords":"Medicine; Multiple myeloma; Univariate analysis; Internal medicine; Autologous stem-cell transplantation; Retrospective cohort study; Surgery; Stage (stratigraphy); Survival analysis; Transplantation; Disease; Multivariate analysis","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":[0.0004232095,0.0001286745,0.0002565161,0.0006234724,0.0003659767,0.0004083279,0.0002096717,0.0003378301,0.00199842],"category_scores_gemma":[0.001518702,0.0001279568,0.0002568369,0.0007462018,0.0002551567,0.0004508823,0.0003253685,0.0003230713,0.000212439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000266857,"about_ca_system_score_gemma":0.0002678046,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001701687,"about_ca_topic_score_gemma":0.001921924,"domain_scores_codex":[0.9996959,0.00005893431,0.00004557549,0.00006275882,0.00006159511,0.00007534528],"domain_scores_gemma":[0.9986188,0.0003151153,0.0005958469,0.00004049544,0.0001024918,0.0003272821],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004602979,0.00001005008,0.9994372,0.000002037935,0.000008888154,0.00007645736,0.00001885513,0.0000188175,0.0000666927,0.000004323123,0.0000300311,0.0002806759],"study_design_scores_gemma":[0.000002942908,0.00009298785,0.9990005,0.000003283299,0.000009600646,0.0005760427,0.0001106478,0.00007665571,0.00003373287,0.000007860601,0.00008373749,0.000002032869],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994079,0.0001471143,0.00002907322,0.00002477877,0.000002309163,0.000002345702,0.0002224981,0.000001398191,0.000162566],"genre_scores_gemma":[0.9996029,0.0000377256,0.00001510443,0.00001152883,0.000006208807,0.000003728602,0.0002529693,4.59312e-7,0.00006944386],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00199842,"threshold_uncertainty_score":0.006685376,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01840966357043382,"score_gpt":0.268342902510987,"score_spread":0.2499332389405531,"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."}}