{"id":"W4405060040","doi":"10.22456/1679-9216.134166","title":"Canine Mammary Tumors - Breed, Age and Malignant Characteristics as Risk Factors","year":2024,"lang":"en","type":"article","venue":"ACTA SCIENTIAE VETERINARIAE","topic":"Veterinary Oncology Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pathology; Mammary gland; Carcinosarcoma; Myoepithelial cell; Mammary tumor; Neoplasm; Carcinoma; Medicine; Cancer; Fibrosarcoma; Biology; Breast cancer; Internal medicine; Immunohistochemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003586946,0.0001774725,0.0001664125,0.0009320639,0.0003335521,0.0004092219,0.0001238346,0.0001949146,0.001655147],"category_scores_gemma":[0.0006461007,0.000131244,0.0002002577,0.0006686551,0.0002477768,0.0005180837,0.0002548431,0.0002417612,0.0002106353],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001602673,"about_ca_system_score_gemma":0.0001522673,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009135838,"about_ca_topic_score_gemma":0.001648311,"domain_scores_codex":[0.9997553,0.00004611827,0.00002826411,0.00006006542,0.00006655081,0.00004373801],"domain_scores_gemma":[0.9993271,0.0001278944,0.0003611356,0.00002435141,0.00007764068,0.00008191182],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001059614,0.00002712796,0.9944636,0.00002429166,0.0000188065,0.0003597297,0.00008848948,0.00004160028,0.001489735,0.00002698458,0.00009556786,0.003258148],"study_design_scores_gemma":[0.000001664875,0.0000851372,0.9957717,0.000008423753,0.0000293424,0.00249114,0.0002550427,0.0001452475,0.0004028706,0.00004315445,0.0007622932,0.000003873299],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981833,0.000868627,0.0001387796,0.00002941722,0.000006689158,0.000006276599,0.0001466723,0.000003565972,0.0006165686],"genre_scores_gemma":[0.9989865,0.0002974336,0.0001674181,0.00001288079,0.00001507545,0.000004432279,0.0002203505,0.000001821479,0.0002940721],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001655147,"threshold_uncertainty_score":0.005537093,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03566285954577362,"score_gpt":0.3255505034807145,"score_spread":0.2898876439349409,"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."}}