{"id":"W2885087185","doi":"10.1177/0300985818789474","title":"Subcutaneous Panniculitis-Like T-cell Lymphoma in Dogs: Morphologic and Immunohistochemical Classification","year":2018,"lang":"en","type":"article","venue":"Veterinary Pathology","topic":"Veterinary Oncology Research","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Pathology; Histiocyte; Lymphoma; Panniculitis; Medicine; Immunophenotyping; Population; T-cell lymphoma; Immunohistochemistry; Biology; Immunology; Flow cytometry","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":[0.0003813014,0.0002319679,0.0004600055,0.0003013543,0.00009855023,0.0000116323,0.0001897178,0.0004299161,0.0002139102],"category_scores_gemma":[0.00008721932,0.0002221693,0.00006044237,0.0002706031,0.001176881,0.00007376214,0.000277885,0.0002917165,0.0002930531],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002117034,"about_ca_system_score_gemma":0.0001091733,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002412332,"about_ca_topic_score_gemma":0.000002694425,"domain_scores_codex":[0.9978827,0.0003075984,0.0003975049,0.0006801853,0.0001569554,0.0005750088],"domain_scores_gemma":[0.9989719,0.0001285551,0.00008641938,0.0005591926,0.00009582793,0.0001580931],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"case_report","study_design_scores_codex":[0.002459755,0.000575446,0.008673551,0.00007112853,0.00001034503,0.03110246,0.0003032592,4.958034e-8,0.9488211,0.00003932474,0.0004792257,0.007464323],"study_design_scores_gemma":[0.007700756,0.0433283,0.3510434,0.00008084745,0.00005473995,0.5781642,0.0003081445,0.0007850614,0.001455563,0.0002884218,0.01627347,0.0005171211],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912376,0.0006955383,0.00005055608,0.0006206833,0.0002918907,0.0004653508,0.000009283117,0.00009746686,0.006531614],"genre_scores_gemma":[0.993776,0.0001963539,0.003837018,0.0005766376,0.000135378,0.0001208393,0.00004908082,0.00003410737,0.00127459],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9473656,"threshold_uncertainty_score":0.9059801,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05389046778260128,"score_gpt":0.3426027598398936,"score_spread":0.2887122920572924,"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."}}