{"id":"W2078926052","doi":"10.1016/j.bbmt.2007.12.108","title":"99: Predictors of Outcome of Mantle Cell Lymphoma in Patients with Progressive Disease following Autologous Stem Cell Transplantation (ASCT)","year":2008,"lang":"en","type":"article","venue":"Biology of Blood and Marrow Transplantation","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Autologous stem-cell transplantation; Mantle cell lymphoma; Internal medicine; Oncology; Rituximab; Proportional hazards model; Transplantation; Progression-free survival; Surgery; Lymphoma; Chemotherapy","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":[0.0003729286,0.0001694642,0.0001511477,0.0005123097,0.0002248497,0.0004317008,0.0002070019,0.0003228345,0.002140993],"category_scores_gemma":[0.002305096,0.0001028557,0.000224627,0.0005535096,0.000226888,0.0003397428,0.0002615058,0.0004333579,0.0003246775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002226634,"about_ca_system_score_gemma":0.0002404381,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009168434,"about_ca_topic_score_gemma":0.001002292,"domain_scores_codex":[0.999826,0.00004308374,0.00002453813,0.00003072614,0.00003946531,0.00003621978],"domain_scores_gemma":[0.9985544,0.0003568503,0.0006751081,0.00003754526,0.0001014819,0.0002745902],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001055275,0.00001002467,0.9985325,0.000003190367,0.000007071217,0.0001653664,0.00001151385,0.00004576508,0.00008858502,0.00000533511,0.00006417209,0.0009608636],"study_design_scores_gemma":[0.00001132724,0.0001763759,0.9972038,0.000005708854,0.00001721373,0.001888116,0.00004556066,0.0003699754,0.00009865488,0.00002982794,0.0001513344,0.000002148292],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993807,0.000125594,0.00005312648,0.00003974472,0.000002887964,0.000004143921,0.0001333843,0.000002780901,0.0002575263],"genre_scores_gemma":[0.9995996,0.00003596962,0.00003698225,0.00000923269,0.000008825956,0.000003551686,0.0002423521,9.208117e-7,0.00006250133],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002140993,"threshold_uncertainty_score":0.007162333,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007577223131295613,"score_gpt":0.2150400104486208,"score_spread":0.2074627873173252,"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."}}