{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000482549,0.0001971209,0.0002219833,0.001261944,0.0001767682,0.0005712833,0.0002157117,0.000352381,0.0005493598],"category_scores_gemma":[0.0004699619,0.0001525549,0.000137484,0.000493434,0.0004690344,0.0003887995,0.0002701465,0.0002053197,0.0002621498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002980917,"about_ca_system_score_gemma":0.0001299337,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005961114,"about_ca_topic_score_gemma":0.0009310396,"domain_scores_codex":[0.9997523,0.00003092477,0.00005818304,0.00005467245,0.00005378178,0.00005013979],"domain_scores_gemma":[0.9997247,0.00004446823,0.0001043483,0.00001976863,0.00004217554,0.00006443869],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005097564,0.0001197053,0.8380705,0.00022312,0.00005480377,0.01358579,0.000503678,0.0006210724,0.1205681,0.0003450009,0.0004284661,0.02496989],"study_design_scores_gemma":[0.00003794534,0.0007526036,0.8917723,0.00003837045,0.00006941063,0.09361725,0.0008234623,0.002061032,0.007164095,0.0002368196,0.003408292,0.00001833365],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996469,0.00130702,0.0006992207,0.00002439117,0.000007010268,0.00002639604,0.00007533055,0.00002542958,0.001366142],"genre_scores_gemma":[0.9986914,0.0003617605,0.0006317252,0.00001350941,0.00000890612,0.00001007935,0.0001529277,0.000002632742,0.0001270503],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001261944,"threshold_uncertainty_score":0.002551973,"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."}}