{"id":"W4389247977","doi":"10.1182/blood-2023-180088","title":"Real-World Response Rates across Lines of Therapy Among Patients with Relapsed/Refractory Follicular Lymphoma","year":2023,"lang":"en","type":"article","venue":"Blood","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Spinal Cord Injury BC; University of British Columbia","funders":"","keywords":"Obinutuzumab; Medicine; Bendamustine; Rituximab; Internal medicine; Follicular lymphoma; Chemoimmunotherapy; Oncology; Salvage therapy; Vincristine; Chlorambucil; Lenalidomide; Maintenance therapy; Surgery; Lymphoma; Cyclophosphamide; Chemotherapy; Multiple myeloma","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":[0.002205406,0.0001296675,0.0003706932,0.0007870605,0.0002529074,0.0008272455,0.0004211658,0.0003901363,0.001062265],"category_scores_gemma":[0.00912031,0.0001637458,0.0004687294,0.001531078,0.0002350175,0.0006735984,0.0004608782,0.0004680509,0.0002173048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001041549,"about_ca_system_score_gemma":0.0004647594,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004501704,"about_ca_topic_score_gemma":0.004519799,"domain_scores_codex":[0.9969806,0.001108647,0.0005509725,0.000701564,0.0004105227,0.0002476103],"domain_scores_gemma":[0.9884596,0.002023522,0.007900966,0.0004517311,0.0006467004,0.0005174992],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002210888,0.00003530087,0.9977359,0.00002193871,0.00005273229,0.00002702758,0.00009637821,0.00006080497,0.00008322214,0.00001307459,0.0001636267,0.00148891],"study_design_scores_gemma":[0.00002358509,0.0002485464,0.998067,0.0000163511,0.00004636703,0.0003304139,0.0003454805,0.0003908448,0.00009942894,0.00002380226,0.0004008439,0.000007326646],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977393,0.0002728438,0.00008550065,0.00006598956,0.000002521966,0.00002561243,0.001535808,0.000004846326,0.0002675665],"genre_scores_gemma":[0.9989883,0.00007107828,0.00008163089,0.00003956166,0.000005964527,0.00002961088,0.0007485697,0.000001864884,0.00003342472],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004501704,"threshold_uncertainty_score":0.01166344,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01477504311773668,"score_gpt":0.2817246509657994,"score_spread":0.2669496078480627,"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."}}