{"id":"W4395073459","doi":"10.22271/veterinary.2024.v9.i2m.1336","title":"Epidemiology of canine mammary gland tumours","year":2024,"lang":"en","type":"article","venue":"International Journal of Veterinary Sciences and Animal Husbandry","topic":"Veterinary Oncology Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mammary gland; Epidemiology; Pathology; Medicine; Cancer; Internal medicine; Breast cancer","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":[0.001280711,0.00008992477,0.000307734,0.0003816462,0.00003975509,0.00001607507,0.0002979358,0.00005373329,0.00009069016],"category_scores_gemma":[0.0001901848,0.00006297723,0.0001097683,0.0001483429,0.0005081149,0.0003332596,0.0001433908,0.0002268507,0.000002805892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004069805,"about_ca_system_score_gemma":0.0003020494,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002349115,"about_ca_topic_score_gemma":9.986343e-7,"domain_scores_codex":[0.9987705,0.00009129166,0.0004492069,0.0001720291,0.0003456988,0.0001713243],"domain_scores_gemma":[0.9991257,0.0003545894,0.0001398242,0.00005480913,0.0002038354,0.000121201],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004832115,0.0003582498,0.7140449,0.0003530095,0.0005539487,0.02259862,0.0006240832,0.00003555271,0.2173191,0.007621778,0.001916249,0.0297423],"study_design_scores_gemma":[0.001156102,0.03372249,0.7847168,0.0008752414,0.00005111159,0.1674514,0.0002282151,0.004077706,0.0003149305,0.001310504,0.005954876,0.0001407197],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9836332,0.007683104,0.0003044082,0.006707446,0.0006545005,0.00004963721,0.000009075343,0.000008451833,0.0009501545],"genre_scores_gemma":[0.9940137,0.0009192336,0.004321211,0.0001949415,0.0003465782,9.973296e-7,0.000001454526,0.000005235539,0.00019671],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2170042,"threshold_uncertainty_score":0.2568137,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1263991998274271,"score_gpt":0.449717191428823,"score_spread":0.323317991601396,"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."}}