{"id":"W2549385334","doi":"10.1182/blood.v118.21.4981.4981","title":"Rituximab Resistant Follicular Lymphoma: Predictors of Rituximab Resistance, Incidence of Transformation and Prognosis","year":2011,"lang":"en","type":"article","venue":"Blood","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; Health Sciences Centre; Sunnybrook Health Science Centre; University of Toronto","funders":"","keywords":"Rituximab; Medicine; Follicular lymphoma; Internal medicine; Maintenance therapy; Oncology; Lymphoma; Surgery; Gastroenterology; 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":[0.0005434107,0.0001279622,0.0002655544,0.0003796657,0.0001193508,0.0004172887,0.0001854963,0.0003233677,0.001408496],"category_scores_gemma":[0.002707036,0.0001329407,0.0002532575,0.0004644235,0.0001767797,0.0002692075,0.0002423733,0.0003280931,0.0003162623],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001816455,"about_ca_system_score_gemma":0.000122176,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001265319,"about_ca_topic_score_gemma":0.0007726313,"domain_scores_codex":[0.9997498,0.00008481675,0.00002893218,0.00004092378,0.00005305713,0.00004240382],"domain_scores_gemma":[0.9981229,0.0005514405,0.0008363844,0.0000975978,0.0001801506,0.0002116204],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002940003,0.00001406555,0.9977676,0.000004924418,0.00001281599,0.0001306268,0.00002596094,0.0000630067,0.0003967291,0.000004489732,0.00004212357,0.001243782],"study_design_scores_gemma":[0.000009981187,0.0002090565,0.9982774,0.000003474816,0.0000168786,0.0008108668,0.0000461957,0.0004092051,0.0001168726,0.000008328499,0.00008944703,0.000002258629],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994699,0.0002023784,0.00005052229,0.00001255245,9.717875e-7,0.000004837369,0.00008607352,0.000002564926,0.0001702607],"genre_scores_gemma":[0.9997861,0.00003637695,0.00002576734,0.000003585811,0.000003757844,0.000002578581,0.00009144642,8.673649e-7,0.0000495576],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001408496,"threshold_uncertainty_score":0.004711866,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01270203206121672,"score_gpt":0.216351360031402,"score_spread":0.2036493279701852,"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."}}