{"id":"W1859347718","doi":"10.3324/haematol.2015.126656","title":"Primary diffuse large B-cell lymphoma associated with clonally-related monoclonal B lymphocytosis indicates a common precursor cell","year":2015,"lang":"en","type":"letter","venue":"Haematologica","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"Kreftforeningen","keywords":"Lymphocytosis; Bone marrow; Monoclonal; Lymphoma; Pathology; Diffuse large B-cell lymphoma; Medicine; Monoclonal antibody; Immunology; Antibody","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0003918325,0.0014408,0.003153464,0.0004241096,0.0002952961,0.0001275689,0.0006209856,0.002891924,0.0003000497],"category_scores_gemma":[0.0001086028,0.0009721526,0.0006508261,0.0006031916,0.000342047,0.0001235201,0.0003469439,0.001015705,0.0009187658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002317366,"about_ca_system_score_gemma":0.001495764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001116482,"about_ca_topic_score_gemma":0.00002502543,"domain_scores_codex":[0.9936526,0.0004879024,0.001180795,0.001511513,0.001618508,0.001548697],"domain_scores_gemma":[0.995777,0.0008239919,0.001378383,0.001130176,0.0003685994,0.0005218448],"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":[0.0006676223,0.0193792,0.04531556,0.0007242029,0.001560322,0.02635704,0.0003268935,5.166371e-7,0.00002446009,0.00003136342,0.9053036,0.0003092317],"study_design_scores_gemma":[0.2043243,0.008679971,0.1039824,0.004517444,0.01188751,0.007232531,0.0001750152,0.000148111,0.008776724,0.0008233835,0.6445019,0.004950712],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8712737,0.006596628,0.000002262872,0.08504054,0.0003028811,0.002631268,0.0008633464,0.0007979429,0.03249142],"genre_scores_gemma":[0.7463533,0.000577139,0.0005326536,0.2294192,0.0003441028,0.001125896,0.01320452,0.0003082666,0.008134864],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2608017,"threshold_uncertainty_score":0.9998592,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01817099932148281,"score_gpt":0.2320885259125669,"score_spread":0.2139175265910841,"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."}}