{"id":"W4415759398","doi":"10.33545/26174693.2025.v9.i10j.6159","title":"Prevalence and pathomorphological features of canine mast cell tumors","year":2025,"lang":"","type":"article","venue":"International Journal of Advanced Biochemistry Research","topic":"Veterinary Oncology Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Grading (engineering); Histopathology; Mast cell; Pleomorphism (cytology); Anaplasia; Population; Trunk","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.002999931,0.0002891359,0.0007164414,0.0007560107,0.0001220823,0.00006787579,0.001482631,0.0003576652,0.0005705638],"category_scores_gemma":[0.004020539,0.0002489826,0.0002100866,0.0006125211,0.0020583,0.0001734228,0.001091172,0.002613015,0.000005378125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006473991,"about_ca_system_score_gemma":0.002304103,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001578366,"about_ca_topic_score_gemma":0.000001054689,"domain_scores_codex":[0.9947217,0.0004173819,0.001224972,0.0005368704,0.002440357,0.0006587917],"domain_scores_gemma":[0.991419,0.001207513,0.0005716168,0.0004002262,0.005996191,0.000405439],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.008375899,0.001091918,0.03309313,0.001704873,0.0003568149,0.004558341,0.0001403448,0.00003975282,0.9357076,0.00005979266,0.002324352,0.01254717],"study_design_scores_gemma":[0.007754662,0.005580196,0.1049529,0.006159773,0.0001197059,0.01125919,0.002035018,0.00008721488,0.8597215,0.0005394112,0.001510412,0.0002799733],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9667024,0.02021317,0.00006920463,0.005519639,0.0005754687,0.0003479814,0.0001271253,0.000005608823,0.006439383],"genre_scores_gemma":[0.973256,0.008575579,0.002455633,0.00008008631,0.0004636082,0.00001112362,0.00001026858,0.00001935981,0.01512837],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07598606,"threshold_uncertainty_score":0.9999962,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03627454874739332,"score_gpt":0.4277254739662754,"score_spread":0.3914509252188821,"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."}}