{"id":"W3025325957","doi":"10.1182/blood.2020005335","title":"DLBCL subclassification: divide and conquer?","year":2020,"lang":"en","type":"letter","venue":"Blood","topic":"Myeloproliferative Neoplasms: Diagnosis and Treatment","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Spinal Cord Injury BC; Canada's Michael Smith Genome Sciences Centre","funders":"Genentech; Celgene","keywords":"Medicine; Ruxolitinib; Immunology; Clinical trial; Intensive care medicine; Internal medicine; Bone marrow; Myelofibrosis","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":[0.002255477,0.0005921955,0.00130035,0.001038603,0.001495229,0.002104796,0.001300644,0.01222094,0.004175452],"category_scores_gemma":[0.006976591,0.0004123462,0.0006517311,0.0006421926,0.001942466,0.003893502,0.0009141846,0.01140407,0.003264044],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003613341,"about_ca_system_score_gemma":0.001553892,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002771083,"about_ca_topic_score_gemma":0.006442957,"domain_scores_codex":[0.9986358,0.0004085205,0.0002428086,0.0002042547,0.0003271048,0.0001814001],"domain_scores_gemma":[0.9975691,0.00112643,0.0001827315,0.0001299181,0.0005588685,0.0004327691],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003427074,0.0001438683,0.01681665,0.0003944147,0.00008118833,0.0307984,0.0004145565,0.000496905,0.001784756,0.0137693,0.6838557,0.2511015],"study_design_scores_gemma":[0.0004306416,0.0001955256,0.01053994,0.001348672,0.000129235,0.1306145,0.001856294,0.003799739,0.001028372,0.06860746,0.7813098,0.0001397882],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00372544,0.01558833,0.0005933452,0.9640079,0.01001894,0.00002690882,0.00004401141,0.00004709916,0.005947933],"genre_scores_gemma":[0.09089088,0.02023061,0.002047373,0.6557482,0.2189285,0.00007888761,0.0001389095,0.00005409996,0.01188253],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01222094,"threshold_uncertainty_score":0.02621675,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03211092465470565,"score_gpt":0.2552451040434734,"score_spread":0.2231341793887678,"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."}}