{"id":"W2103956236","doi":"10.3960/jslrt.52.91","title":"Germinal Center B-Cell-Like versus Non-Germinal Center B-Cell-Like as Important Prognostic Factor for Localized Nodal DLBCL","year":2012,"lang":"en","type":"article","venue":"Journal of Clinical and Experimental Hematopathology","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency","funders":"Saitama Medical University","keywords":"Germinal center; Univariate analysis; Medicine; Lymphoma; Internal medicine; Single Center; NODAL; Immunohistochemistry; Oncology; Diffuse large B-cell lymphoma; Multivariate analysis; Pathology; B cell; 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":[0.0006870427,0.0002412606,0.0002754884,0.0004061356,0.0001888385,0.0003628249,0.000179315,0.0002823031,0.0008033989],"category_scores_gemma":[0.001754697,0.000111045,0.0003173581,0.0003439837,0.0002846105,0.0003762245,0.0002307902,0.0002712702,0.000128093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001264643,"about_ca_system_score_gemma":0.0002386593,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007469246,"about_ca_topic_score_gemma":0.001436001,"domain_scores_codex":[0.9997835,0.00008332179,0.00002156283,0.0000457563,0.00003260514,0.00003327845],"domain_scores_gemma":[0.9991559,0.0002717412,0.0001864599,0.00006039772,0.00007760445,0.0002479267],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002673707,0.000008398903,0.996605,0.000006180561,0.00002523652,0.0001330579,0.00002824974,0.00008938382,0.0006500143,0.00001294913,0.00004469948,0.002129413],"study_design_scores_gemma":[0.00002861617,0.0002525326,0.9957535,0.000005485995,0.0001346237,0.001066927,0.0001382737,0.001819346,0.0003549437,0.0001070521,0.0003310917,0.000007621157],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992003,0.0003779348,0.0001950251,0.00002840879,0.000006500576,0.00000385998,0.00002104416,0.000003299309,0.0001636738],"genre_scores_gemma":[0.9997136,0.00005407459,0.0001090931,0.000007404528,0.00001552573,0.000002466996,0.000042334,0.000001102323,0.00005430627],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008033989,"threshold_uncertainty_score":0.003633499,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04589997382105805,"score_gpt":0.3939541690368341,"score_spread":0.348054195215776,"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."}}