{"id":"W2051274722","doi":"10.1038/modpathol.2011.116","title":"Gray zone lymphoma: chromosomal aberrations with immunophenotypic and clinical correlations","year":2011,"lang":"en","type":"article","venue":"Modern Pathology","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":145,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Deutsche Krebshilfe; National Cancer Institute; National Institutes of Health; Michael Smith Health Research BC; Canadian Institutes of Health Research; Cancer Research Society; Alexander von Humboldt-Stiftung","keywords":"Lymphoma; Immunophenotyping; Pathology; Hematopathology; Medicine; Non-Hodgkin's lymphoma; Cytogenetics; Biology; Immunology; Chromosome; Antigen; Genetics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007812365,0.0004091653,0.000291509,0.002319516,0.0003384657,0.0007474839,0.0004440723,0.0005050828,0.003207272],"category_scores_gemma":[0.003181943,0.000227623,0.0001246016,0.00151326,0.0008757184,0.0008936892,0.0007298319,0.0003528414,0.0006362522],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003223763,"about_ca_system_score_gemma":0.0002444338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000397955,"about_ca_topic_score_gemma":0.0005153156,"domain_scores_codex":[0.9995465,0.000154498,0.00006405483,0.0000735065,0.00009251911,0.00006887683],"domain_scores_gemma":[0.9987448,0.0005886336,0.0002870713,0.0001273641,0.0001342608,0.0001177446],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001421003,0.00006903814,0.8772811,0.00009266516,0.00007533911,0.0384209,0.0004762019,0.0004338478,0.03737488,0.002123307,0.0007289392,0.04150286],"study_design_scores_gemma":[0.00006965078,0.0003176557,0.7893937,0.00004093071,0.0001850386,0.1854765,0.001186371,0.001860242,0.01007304,0.004714347,0.006653195,0.0000293961],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9833539,0.003898017,0.002303722,0.0004793797,0.00002528194,0.00003509795,0.0001978911,0.00005186418,0.009654883],"genre_scores_gemma":[0.9983826,0.0004738089,0.000714528,0.00003853529,0.0000435253,0.000009142091,0.00007192601,0.000005595658,0.0002602501],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003207272,"threshold_uncertainty_score":0.01072937,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03444242583592626,"score_gpt":0.2745976102599698,"score_spread":0.2401551844240435,"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."}}