{"id":"W4408493811","doi":"10.1186/s12917-025-04634-x","title":"Canine lymphoma in Croatia: a fourteen-year retrospective study","year":2025,"lang":"en","type":"article","venue":"BMC Veterinary Research","topic":"Veterinary Oncology Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Lymphoma; Breed; Medicine; Purebred; Retrospective cohort study; Veterinary medicine; Epidemiology; Population; Maltese; Internal medicine; Biology; Animal science","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"],"consensus_categories":[],"category_scores_codex":[0.004232035,0.0002861212,0.0007408001,0.001953103,0.0003105612,0.00006655334,0.0005923978,0.0002502663,0.0005411332],"category_scores_gemma":[0.001356296,0.0002733819,0.0001222532,0.003013663,0.0005203779,0.0001679365,0.001207959,0.001130062,0.0003031678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001860481,"about_ca_system_score_gemma":0.001699384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001326408,"about_ca_topic_score_gemma":0.0006512904,"domain_scores_codex":[0.9942191,0.001609823,0.0005554988,0.001028594,0.001295437,0.001291498],"domain_scores_gemma":[0.9973749,0.0005001628,0.00004352336,0.001191611,0.0006141776,0.0002756585],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008226463,0.003699553,0.9615251,0.0002826732,0.0001411865,0.007911053,0.0006535979,0.000003175158,0.01301236,0.0003624299,0.002449554,0.001732854],"study_design_scores_gemma":[0.008974999,0.02036559,0.9625469,0.0002112746,0.00002159844,0.001054889,0.003574844,0.0003597782,0.00005489581,0.0002510706,0.002395854,0.000188288],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9571961,0.0002286407,0.00003447044,0.001100304,0.0001506036,0.003023315,0.000009525191,0.00009923291,0.03815779],"genre_scores_gemma":[0.9804529,0.00003740992,0.001185369,0.00006755441,0.0001270766,0.0008169484,0.00001109241,0.00005160228,0.01725004],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02325679,"threshold_uncertainty_score":0.9999718,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1701981442064543,"score_gpt":0.4757046361643867,"score_spread":0.3055064919579324,"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."}}