{"id":"W3185143147","doi":"10.1016/j.jevs.2021.103715","title":"Morphometric, metabolic, and inflammatory markers across a cohort of client-owned horses and ponies on the insulin dysregulation spectrum","year":2021,"lang":"en","type":"article","venue":"Journal of Equine Veterinary Science","topic":"Veterinary Equine Medical Research","field":"Veterinary","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Insulin; Internal medicine; Endocrinology; Medicine; Univariate analysis; Insulin resistance; Diabetes mellitus; Population; Metabolic syndrome","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004945926,0.0002513721,0.0005431076,0.000783996,0.0003580802,0.0001935686,0.0006644773,0.00008160734,0.0001944227],"category_scores_gemma":[0.003684654,0.0001696515,0.0001210034,0.002208696,0.001980481,0.0008690784,0.001039312,0.0004896137,0.000005994192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000891167,"about_ca_system_score_gemma":0.0004630497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001192075,"about_ca_topic_score_gemma":0.000001595548,"domain_scores_codex":[0.9960142,0.0003694441,0.000868262,0.0004325161,0.001720192,0.0005953855],"domain_scores_gemma":[0.9972246,0.0008477756,0.0005710749,0.0005007891,0.0005010418,0.0003547291],"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":[0.003243133,0.0002706078,0.03186369,0.0001498985,0.0001352367,0.002892634,0.000823581,0.00002642144,0.9510519,0.0009305038,0.0001167107,0.00849568],"study_design_scores_gemma":[0.00163095,0.05106478,0.9150965,0.0004045254,0.00005670595,0.0158374,0.001695211,0.001022057,0.008449368,0.0005824514,0.003808241,0.0003518735],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952986,0.002071788,0.00006167127,0.001505034,0.00036204,0.0002379091,0.00001985921,0.00001291215,0.000430163],"genre_scores_gemma":[0.9976565,0.001207539,0.0007230276,0.0001099793,0.0001406409,0.000005877777,0.000001260211,0.0000200392,0.0001351472],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9426025,"threshold_uncertainty_score":0.7297165,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0675883569427048,"score_gpt":0.3699913691358181,"score_spread":0.3024030121931133,"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."}}