{"id":"W3183793395","doi":"10.3390/vetsci8070136","title":"Digital Lesions in Dogs: A Statistical Breed Analysis of 2912 Cases","year":2021,"lang":"en","type":"article","venue":"Veterinary Sciences","topic":"Veterinary Oncology Research","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Breed; Histiocytic sarcoma; Medicine; Pathology; Sarcoma; Population; Histiocyte; 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":[0.001507094,0.0003271093,0.0007264574,0.005131963,0.0005177667,0.0007765549,0.0004032385,0.0003380867,0.002385868],"category_scores_gemma":[0.003576722,0.0004774686,0.001061667,0.003808803,0.0004032966,0.0005527776,0.0009866543,0.0003021507,0.0005771682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002997732,"about_ca_system_score_gemma":0.0002860664,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002108048,"about_ca_topic_score_gemma":0.001823207,"domain_scores_codex":[0.9979348,0.0004225217,0.0003819354,0.0004777893,0.0005789855,0.0002038611],"domain_scores_gemma":[0.9964784,0.001407645,0.001214258,0.0003471036,0.0003052895,0.0002473513],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003496906,0.00003326162,0.9919015,0.00003453056,0.0001397306,0.0003339052,0.00007444287,0.0001398737,0.0003768204,0.00002187352,0.0001724604,0.006421779],"study_design_scores_gemma":[0.00001722423,0.0002044731,0.9959998,0.00001411147,0.0001472106,0.001765334,0.0002927163,0.0006963434,0.0001492315,0.00004629143,0.0006564695,0.00001084594],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972782,0.0006332365,0.00041393,0.0000194754,0.000004868145,0.00003182386,0.001164687,0.00001471156,0.0004390702],"genre_scores_gemma":[0.9965795,0.0003375576,0.0004153509,0.000009367466,0.00001806989,0.00006633707,0.002406688,0.00001093574,0.0001562277],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005131963,"threshold_uncertainty_score":0.007981479,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1617943161318246,"score_gpt":0.4422331316227567,"score_spread":0.2804388154909321,"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."}}