{"id":"W2531128131","doi":"10.1182/blood.v124.21.3972.3972","title":"Autologous Stem Cell Transplantation Improves Survival for Patients with Follicular Lymphoma in First or Second Relapse: Results of a Comparative Effectiveness Instrumental Variable Analysis","year":2014,"lang":"en","type":"article","venue":"Blood","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Foothills Medical Centre; Alberta Health Services; University of Alberta; University of Calgary","funders":"","keywords":"Medicine; Chemoimmunotherapy; Rituximab; Follicular lymphoma; Transplantation; Internal medicine; Population; Autologous stem-cell transplantation; Diffuse large B-cell lymphoma; Oncology; Chemotherapy regimen; Radiation therapy; Cancer; Lymphoma; Surgery","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":[0.0131794,0.0008695286,0.001118831,0.001002564,0.0002609392,0.0008688395,0.001119321,0.0004955588,0.001732213],"category_scores_gemma":[0.01148531,0.0001944284,0.00376061,0.0009305177,0.0009235475,0.0004166766,0.0005675101,0.0005394526,0.00009729004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002422382,"about_ca_system_score_gemma":0.001555392,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0136749,"about_ca_topic_score_gemma":0.01273517,"domain_scores_codex":[0.9907249,0.007397579,0.0003075927,0.0004477932,0.0008720161,0.0002503135],"domain_scores_gemma":[0.9862748,0.01027789,0.001666083,0.0006879717,0.0006302662,0.0004629765],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.41188,0.005161009,0.4780338,0.0007855438,0.0401592,0.0001491491,0.0002999155,0.008017197,0.001145498,0.0006755089,0.0004914129,0.05320182],"study_design_scores_gemma":[0.05502996,0.1553617,0.6854507,0.0002169463,0.05885712,0.0003116817,0.0008673539,0.03851661,0.002324359,0.001142495,0.001797915,0.0001231389],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969167,0.001659162,0.0005665286,0.00005034466,0.00001880747,0.0001335312,0.0002619756,0.000007178859,0.0003858951],"genre_scores_gemma":[0.9987024,0.0002629333,0.0004345659,0.0000309001,0.00002172442,0.00004655696,0.0003474781,0.000002849018,0.0001506206],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0136749,"threshold_uncertainty_score":0.06970012,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008131069744632735,"score_gpt":0.2266191843390131,"score_spread":0.2184881145943803,"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."}}