{"id":"W4409697252","doi":"10.2460/javma.25.02.0073","title":"Implicit weight bias exists among veterinary professionals","year":2025,"lang":"en","type":"article","venue":"Journal of the American Veterinary Medical Association","topic":"Obesity and Health Practices","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"OVC Pet Trust","keywords":"Overweight; Medicine; Perception; Animal-assisted therapy; Logistic regression; Veterinary medicine; HUBzero; Weight loss; Psychology; Family medicine; Animal welfare; Nursing; Obesity; Pet therapy; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01317852,0.0002081251,0.0003709274,0.001301604,0.001883581,0.002206093,0.0006349001,0.0009916717,0.003119755],"category_scores_gemma":[0.08098798,0.0004053815,0.00030711,0.0006801737,0.003897308,0.001889474,0.003844954,0.00109983,0.0002417331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001134966,"about_ca_system_score_gemma":0.001870427,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004499982,"about_ca_topic_score_gemma":0.00474818,"domain_scores_codex":[0.984501,0.009284666,0.0009266068,0.0009221597,0.003543559,0.0008221546],"domain_scores_gemma":[0.9414905,0.03130411,0.0194208,0.002980475,0.003126896,0.001677214],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001995598,0.0001804273,0.8332971,0.0003019065,0.00008043837,0.0003832298,0.1265942,0.00007008905,0.001062632,0.00140094,0.0006812454,0.03574811],"study_design_scores_gemma":[0.00004348958,0.0003882322,0.7420623,0.001110383,0.00007108859,0.00264153,0.2407058,0.001390876,0.000737481,0.004303143,0.006459971,0.00008568863],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959016,0.0003722042,0.0006135539,0.0009749263,0.00001778756,0.00001442467,0.0000122956,0.000002775721,0.002090344],"genre_scores_gemma":[0.9991171,0.0001736611,0.0002473709,0.0002573025,0.00001459529,0.00001305233,0.00001146391,0.000002225326,0.0001631861],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01317852,"threshold_uncertainty_score":0.06969547,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0809273976625274,"score_gpt":0.4855118647304701,"score_spread":0.4045844670679427,"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."}}