{"id":"W2941781683","doi":"10.1007/978-3-030-11515-9_5","title":"Mature B-Cell Neoplasms","year":2019,"lang":"en","type":"book-chapter","venue":"Pathology for clinicians","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Lymphoma; Marginal zone; Pathology; Atypia; Follicular lymphoma; Immunohistochemistry; B cell; Pathological; Plasmablastic lymphoma; Medicine; Biology; Cancer research; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001458516,0.000438464,0.0002662902,0.0007760429,0.0004275607,0.001153205,0.0004735924,0.0004914746,0.07974656],"category_scores_gemma":[0.0003483577,0.0001818787,0.0001910763,0.000595964,0.0003216971,0.001023262,0.0007483335,0.00115853,0.03700997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003829808,"about_ca_system_score_gemma":0.0004280817,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005513718,"about_ca_topic_score_gemma":0.002250411,"domain_scores_codex":[0.9999273,0.00001001446,0.000003123787,0.00001068479,0.00004128871,0.000007697296],"domain_scores_gemma":[0.9998835,0.00004427639,0.000005804144,0.0000107669,0.00003454555,0.00002106094],"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":[0.00002052885,0.00004428665,0.0001406353,0.0002263266,0.000003783898,0.0003122961,0.0001263972,0.0002075021,0.002122654,0.02942144,0.575231,0.3921431],"study_design_scores_gemma":[0.000001418676,0.000008783898,0.000184584,0.00008254428,0.000001536083,0.0007415619,0.00002103803,0.00005096485,0.0002399134,0.004961548,0.9937041,0.000001905468],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.0009610357,0.04336731,0.005458785,0.00184596,0.003549917,0.00006051525,0.0001913026,0.0003044801,0.9442606],"genre_scores_gemma":[0.00283801,0.01447188,0.003057236,0.0009818706,0.0007989771,0.00002878314,0.0001634401,0.00007358286,0.9775863],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.07974656,"threshold_uncertainty_score":0.2667788,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02708939124497108,"score_gpt":0.294146760817883,"score_spread":0.2670573695729119,"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."}}