{"id":"W2169038235","doi":"10.3109/10428194.2011.605188","title":"Oral fludarabine and rituximab as initial therapy for chronic lymphocytic leukemia or small lymphocytic lymphoma: population-based experience matches clinical trials","year":2011,"lang":"en","type":"article","venue":"Leukemia & lymphoma/Leukemia and lymphoma","topic":"Chronic Lymphocytic Leukemia Research","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; Vancouver General Hospital; BC Cancer Agency; University of British Columbia","funders":"BC Cancer Agency; University of British Columbia","keywords":"Fludarabine; Medicine; Chronic lymphocytic leukemia; Rituximab; Internal medicine; Discontinuation; Oncology; Clinical trial; Population; Lymphoma; Gastroenterology; Leukemia; Chemotherapy; Cyclophosphamide","routes":{"ca_aff":true,"ca_fund":true,"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":[0.01311443,0.0005005863,0.001701154,0.0004126175,0.0004151062,0.0009667796,0.0005492278,0.001037544,0.001248213],"category_scores_gemma":[0.01280046,0.0002792745,0.0007752687,0.0009800713,0.001079653,0.0005915989,0.0003880383,0.001308237,0.0002343721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001134781,"about_ca_system_score_gemma":0.002296719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003878984,"about_ca_topic_score_gemma":0.007612855,"domain_scores_codex":[0.9920921,0.005944961,0.000385246,0.0004552477,0.0008042289,0.0003183104],"domain_scores_gemma":[0.9941471,0.002845688,0.001130856,0.0004276507,0.0005854912,0.0008632905],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.3341793,0.0189569,0.06505356,0.00158453,0.003933771,0.0003006833,0.001033853,0.0009541547,0.006268102,0.0003778624,0.003226438,0.5641308],"study_design_scores_gemma":[0.3106028,0.4694217,0.1851673,0.0007097572,0.004705291,0.001121914,0.0006547903,0.0009055076,0.003447731,0.0005747887,0.0225896,0.00009871121],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9606333,0.03215422,0.0007542836,0.0006422922,0.00007303039,0.001836723,0.0003283074,0.00004259272,0.003535268],"genre_scores_gemma":[0.9797384,0.01515457,0.001776614,0.0007909004,0.0001641848,0.001128327,0.0006348882,0.0000107165,0.0006014911],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01311443,"threshold_uncertainty_score":0.0693565,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1690265578149609,"score_gpt":0.4110555117732854,"score_spread":0.2420289539583245,"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."}}