{"id":"W3183608863","doi":"10.1182/blood.v130.suppl_1.3298.3298","title":"Autologous Transplantation Improves Survival Rates for Follicular Lymphoma Patients Who Relapse within 2-Years of Chemoimmunotherapy: A Multi-Centre Retrospective Analysis of Consecutively Treated Patients in the Real World","year":2017,"lang":"en","type":"article","venue":"Blood","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Follicular lymphoma; Chemoimmunotherapy; Melphalan; Rituximab; Internal medicine; Surgery; Salvage therapy; Retrospective cohort study; Transplantation; International Prognostic Index; Alemtuzumab; Univariate analysis; Etoposide; Oncology; Lymphoma; Chemotherapy; Multivariate analysis","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0003584102,0.0001594185,0.0002347393,0.0005405938,0.0003963127,0.0005499809,0.0003927872,0.0002873432,0.0008982983],"category_scores_gemma":[0.001178406,0.0001960331,0.0002438242,0.0007909913,0.0003290517,0.0002348313,0.0002616953,0.0002853726,0.0001518964],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007407505,"about_ca_system_score_gemma":0.000536371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02503096,"about_ca_topic_score_gemma":0.03166489,"domain_scores_codex":[0.9996511,0.00007100995,0.00003397017,0.00009443235,0.00008882401,0.00006072396],"domain_scores_gemma":[0.998899,0.0001461314,0.0006145589,0.0000753054,0.0001162828,0.0001486375],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004353897,0.000009232766,0.9993162,0.000002521843,0.00001240482,0.0000650611,0.00003070181,0.00001210396,0.0001172169,0.000001823975,0.00002632268,0.0003627356],"study_design_scores_gemma":[0.000004558225,0.00005902347,0.9990793,0.000002704564,0.00001633101,0.0004558738,0.0001137621,0.0001026322,0.00006941538,0.000002708526,0.00009195306,0.000001721163],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996285,0.000127347,0.00002059797,0.00001048693,9.879718e-7,0.000003603523,0.0001023279,0.000001843076,0.0001042222],"genre_scores_gemma":[0.9997855,0.0000395567,0.00001649171,0.000009394654,0.000002061501,0.000002097944,0.0001185616,6.119888e-7,0.00002582871],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02503096,"threshold_uncertainty_score":0.04977053,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0131729066867671,"score_gpt":0.2770585665489279,"score_spread":0.2638856598621607,"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."}}