{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003984701,0.0000905463,0.0003989486,0.0005932199,0.00007917083,0.00003541399,0.0001563137,0.00005138899,0.0006587405],"category_scores_gemma":[0.0007185925,0.00007509226,0.00009189935,0.002760541,0.0008700832,0.0002011437,0.0002001563,0.0001212261,0.00001655335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004337603,"about_ca_system_score_gemma":0.0004103682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001031811,"about_ca_topic_score_gemma":0.00006708697,"domain_scores_codex":[0.9985296,0.000125691,0.000283438,0.0003591902,0.0004077897,0.0002942574],"domain_scores_gemma":[0.9988772,0.0006388655,0.00004234314,0.000228416,0.00008629301,0.0001269169],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006323482,0.00136122,0.8271358,0.0001269628,0.0003913311,0.03928173,0.0005644871,0.0001351313,0.1000827,0.0005189455,0.0002681627,0.02950116],"study_design_scores_gemma":[0.0005590405,0.007232757,0.9781256,0.00006702901,0.0001667995,0.006779313,0.001179681,0.004468193,0.0001306851,0.00006636021,0.001097351,0.0001271413],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935758,0.0001799153,0.000181944,0.0005993482,0.00005234958,0.00009484123,0.00009909683,0.00001513251,0.005201646],"genre_scores_gemma":[0.995485,0.00002776775,0.00382384,0.00006442628,0.00001420151,0.000008800459,0.00003878475,0.000004156445,0.0005329969],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1509899,"threshold_uncertainty_score":0.7212746,"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."}}