{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034213,0.0002053984,0.0001654056,0.001460277,0.0005052357,0.0004922103,0.0001966094,0.0001978544,0.001450504],"category_scores_gemma":[0.001468841,0.0002749111,0.0001831118,0.001377134,0.0003971794,0.0004691857,0.0004923869,0.0001920339,0.0001271131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006133515,"about_ca_system_score_gemma":0.0004716541,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008882481,"about_ca_topic_score_gemma":0.01509102,"domain_scores_codex":[0.999681,0.00005284628,0.00003812842,0.00007090989,0.0000638911,0.00009328604],"domain_scores_gemma":[0.9993356,0.00009028157,0.0004222364,0.00002394652,0.00005841838,0.00006956461],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000511951,0.00001621312,0.9925898,0.00003252592,0.00001364359,0.002589151,0.0006900692,0.00003407942,0.001045299,0.00003306217,0.00009820271,0.002806718],"study_design_scores_gemma":[0.000002646774,0.00005626763,0.9857175,0.00003742267,0.00001753771,0.01084502,0.002146945,0.00008771032,0.0002746326,0.00002971544,0.00077939,0.000005162489],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999284,0.0002473973,0.00004280718,0.00002571405,0.000002310099,0.000006924289,0.00009641099,0.00000168694,0.0002928312],"genre_scores_gemma":[0.9993817,0.0003283189,0.00005850749,0.00001241318,0.000003261565,0.000004159703,0.0001168801,0.000001036219,0.00009374086],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008882481,"threshold_uncertainty_score":0.01766157,"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."}}