{"id":"W4411842705","doi":"10.56093/ijvm.v45i1.163257","title":"Prevalence of Mast Cell Tumour in Dogs in Chennai","year":2025,"lang":"en","type":"article","venue":"Indian Journal of Veterinary Medicine","topic":"Veterinary Oncology Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mast cell; Mast (botany); Medicine; Biology; Immunology; Veterinary medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.001947285,0.0001829484,0.0008272294,0.00180664,0.00001925289,0.000002864066,0.0003793935,0.0001486446,0.0004381919],"category_scores_gemma":[0.000483186,0.0001473408,0.00009260274,0.000843506,0.0003989174,0.0001414798,0.0001122269,0.0009559619,0.000006064984],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002509874,"about_ca_system_score_gemma":0.0005776115,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004883588,"about_ca_topic_score_gemma":0.000005161889,"domain_scores_codex":[0.9974849,0.0002847232,0.001181392,0.0002076562,0.0004610029,0.0003802995],"domain_scores_gemma":[0.9987051,0.0002698628,0.0003494639,0.0002782981,0.0002004814,0.0001968326],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004268536,0.0007878987,0.4989407,0.003573559,0.00004997184,0.04383028,0.002792985,0.000009024654,0.4417814,0.00001063062,0.0008172813,0.003137717],"study_design_scores_gemma":[0.01097013,0.02214038,0.9321019,0.00848453,0.00006965526,0.02135578,0.001118028,0.0000395775,0.002658312,0.0001158164,0.000819358,0.0001265044],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9879207,0.002983299,0.00003284427,0.004990797,0.0003595837,0.0003168449,0.000003105039,0.000005101006,0.00338773],"genre_scores_gemma":[0.9972849,0.0007319062,0.0007551414,0.0002409636,0.0001502489,0.000007149533,0.000001249548,0.00001561725,0.0008128526],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4391231,"threshold_uncertainty_score":0.6008385,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0490431205989934,"score_gpt":0.3824874083793789,"score_spread":0.3334442877803855,"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."}}