{"id":"W3211716756","doi":"10.1182/blood-2021-153928","title":"Shared and Distinct Genetic Features in Human and Canine B-Cell Lymphomas","year":2021,"lang":"en","type":"article","venue":"Blood","topic":"Veterinary Oncology Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canada's Michael Smith Genome Sciences Centre; Simon Fraser University","funders":"","keywords":"Lymphoma; Biology; CBCL; Comparative genomic hybridization; CDKN2A; Immunophenotyping; Mutation; B-cell lymphoma; Cancer research; Genetics; Molecular biology; Pathology; Cancer; Gene; Medicine; Immunology; Flow cytometry; Chromosome","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":[],"consensus_categories":[],"category_scores_codex":[0.00006561944,0.00007628829,0.0001771728,0.00005507572,0.00004464094,0.00001577774,0.0000324967,0.00006789887,0.0001245995],"category_scores_gemma":[0.00005956139,0.00007047076,0.00001338755,0.00009659264,0.00007516033,0.00001684869,0.0001148704,0.000118489,0.000002669737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001764569,"about_ca_system_score_gemma":0.00009011282,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009957208,"about_ca_topic_score_gemma":0.0003758441,"domain_scores_codex":[0.9993659,0.00004749417,0.000096583,0.0002268825,0.00009530572,0.0001677809],"domain_scores_gemma":[0.999661,0.00003735692,0.0000142437,0.0001511551,0.00003069273,0.0001055511],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000049019,0.0006821157,0.7668012,0.000186649,0.00002904866,0.006789953,0.0002190397,9.918903e-8,0.2241641,0.00001376806,0.0003407122,0.0007242632],"study_design_scores_gemma":[0.006123453,0.0006374256,0.9831784,0.00004465458,0.00005256481,0.005489984,0.00006433527,0.00000938799,0.003961019,0.00004181157,0.000328663,0.00006829214],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909641,0.004205234,6.170476e-7,0.0004609384,0.00001379125,0.0001306292,0.000007246278,0.00001367258,0.004203775],"genre_scores_gemma":[0.9962766,0.00007165803,0.0009794086,0.00008976986,0.00005636831,0.00001393461,0.0000221237,0.00001232053,0.002477872],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2202031,"threshold_uncertainty_score":0.2873714,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02080110472361258,"score_gpt":0.3089864543778214,"score_spread":0.2881853496542088,"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."}}