{"id":"W2088431383","doi":"10.1182/blood-2015-01-623777","title":"A roadmap for discovery and translation in lymphoma","year":2015,"lang":"en","type":"article","venue":"Blood","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; BC Cancer Agency","funders":"National Cancer Institute; Allos Therapeutics; Leonard M. Miller School of Medicine; Weill Cornell Medical College; Pharmacyclics; Genentech; Five Prime Therapeutics; National Institutes of Health; Helsinn; BC Cancer Agency; Bristol-Myers Squibb; University of Miami; Celgene; Teva Pharmaceutical Industries; Kite Pharma; Gilead Sciences; Sanofi; University of Washington; GlaxoSmithKline; Takeda Oncology; Amgen","keywords":"Chronic lymphocytic leukemia; Immunophenotyping; Lymphoma; Hodgkin lymphoma; Medicine; Leukemia; Pathology; Biology; Immunology; Flow cytometry","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":[0.01351587,0.001065973,0.001681424,0.002257107,0.002160584,0.006192582,0.003354288,0.01312462,0.02100663],"category_scores_gemma":[0.05570897,0.0006048091,0.001199955,0.001194184,0.005075953,0.01229128,0.003070021,0.02020189,0.008641841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002814518,"about_ca_system_score_gemma":0.005375163,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008419718,"about_ca_topic_score_gemma":0.001825153,"domain_scores_codex":[0.9929523,0.002638756,0.001075595,0.0007356803,0.001914536,0.0006831703],"domain_scores_gemma":[0.9209592,0.04260649,0.003055989,0.0023039,0.02215395,0.008920488],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001042589,0.00003600945,0.0001257002,0.000651,0.00002421088,0.0003848547,0.00007172564,0.00007102983,0.0002165223,0.007422812,0.9326978,0.05819392],"study_design_scores_gemma":[0.00004914902,0.0000783041,0.0002819572,0.0008756159,0.00004294673,0.0005149288,0.0001684183,0.0002688516,0.000214942,0.01407451,0.9833927,0.00003769518],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.0002281552,0.03331922,0.001134554,0.6670377,0.2953783,0.00001887607,0.0001093538,0.0001677154,0.002606219],"genre_scores_gemma":[0.005109417,0.04572048,0.002110003,0.2800069,0.6586186,0.0000397337,0.0001384144,0.0001177523,0.008138735],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.02100663,"threshold_uncertainty_score":0.07147962,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04222863533692403,"score_gpt":0.281635562317278,"score_spread":0.239406926980354,"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."}}