{"id":"W2387859326","doi":"10.21753/vmoa.3.1.359","title":"Association of histological features with potential risk factors and survival in canine mammary tumors","year":2016,"lang":"en","type":"article","venue":"Veterinaria México OA","topic":"Veterinary Oncology Research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Breed; Univariate analysis; Mammary tumor; Survival analysis; Cancer; Oncology; Internal medicine; Pathology; Mammary gland; Breast cancer; Labrador Retriever; Disease; Multivariate analysis; Biology","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":[0.0004223015,0.0001625855,0.0004558034,0.0001787459,0.00004324846,0.000009007425,0.0001108686,0.0002015656,0.0001046875],"category_scores_gemma":[0.0003829528,0.00009370733,0.00004658211,0.0001527939,0.0001460202,0.0001031371,0.000132368,0.0002611903,0.000003366578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003011621,"about_ca_system_score_gemma":0.0001067477,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004820747,"about_ca_topic_score_gemma":0.0001691907,"domain_scores_codex":[0.9985327,0.0002716903,0.0002411204,0.0003083925,0.0003215017,0.000324631],"domain_scores_gemma":[0.9991823,0.000229693,0.0001640941,0.0002199857,0.00008363255,0.0001202913],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001618833,0.0001522466,0.9134313,0.00003910501,0.00009426305,0.0008668131,0.0001218167,8.814799e-7,0.08208435,0.00007020286,0.0001276645,0.001392507],"study_design_scores_gemma":[0.002919574,0.005383744,0.989727,0.0000664589,0.00004717577,0.0009204468,0.0000643962,0.00001686414,0.0003626973,0.00004664687,0.0003289878,0.0001159685],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971344,0.00006973102,0.0002380307,0.001655756,0.0001264763,0.0002542041,0.00002554067,0.00003546181,0.0004603386],"genre_scores_gemma":[0.9976077,0.00007573549,0.0009696825,0.00001975166,0.00005020731,0.00001519573,0.000008068162,0.00001607598,0.001237574],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08172165,"threshold_uncertainty_score":0.3821274,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02347135816907541,"score_gpt":0.2915826097746395,"score_spread":0.268111251605564,"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."}}