{"id":"W2969238698","doi":"10.1136/vr.105277","title":"Breed and anatomical predisposition for canine cutaneous neoplasia in South Africa during 2013","year":2019,"lang":"en","type":"article","venue":"Veterinary Record","topic":"Veterinary Oncology Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Breed; Medicine; Histopathology; Malignancy; Labrador Retriever; Epidemiology; Retrospective cohort study; Histopathological examination; Veterinary medicine; Pathology; 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":[],"consensus_categories":[],"category_scores_codex":[0.0001335255,0.0001744062,0.0003877909,0.0002483844,0.00005340179,0.00001699008,0.0000919723,0.0001691997,0.00019925],"category_scores_gemma":[0.00003649591,0.0001701592,0.00006138143,0.0001614565,0.00007022216,0.0001056516,0.000133199,0.0002601027,0.00006710325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001654084,"about_ca_system_score_gemma":0.00007177312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004573174,"about_ca_topic_score_gemma":0.00001416664,"domain_scores_codex":[0.9986361,0.00006494629,0.0002683606,0.0004354098,0.0001436201,0.0004515443],"domain_scores_gemma":[0.999352,0.0001112397,0.00005339282,0.0002633039,0.00004783289,0.0001721889],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.03109398,0.0004560025,0.2955464,0.001453878,0.0001258639,0.004926308,0.002685096,0.00001709739,0.6560535,0.00001659816,0.0006320648,0.006993227],"study_design_scores_gemma":[0.02749539,0.08783099,0.7163945,0.001087248,0.0001809967,0.09896547,0.001538717,0.03696964,0.0008919783,0.0002025848,0.02710351,0.001338905],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971691,0.0001291685,0.00002436242,0.0004779425,0.0002179047,0.001277775,0.00003169339,0.00006349344,0.0006085344],"genre_scores_gemma":[0.9947971,0.0000387347,0.00259044,0.00003743393,0.0001153341,0.0001231208,0.00003086096,0.00003967811,0.002227259],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6551615,"threshold_uncertainty_score":0.6938893,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03037458399322707,"score_gpt":0.3019895896865432,"score_spread":0.2716150056933161,"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."}}