{"id":"W4406287858","doi":"10.1111/jvim.17298","title":"Medication compliance by cat owners prescribed treatment for home administration","year":2025,"lang":"en","type":"article","venue":"Journal of Veterinary Internal Medicine","topic":"Veterinary Practice and Education Studies","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Medicine; Compliance (psychology); Family medicine; Logistic regression; Veterinary medicine; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00184829,0.0001033508,0.0002122724,0.0006518181,0.0003309595,0.0006700385,0.0002933465,0.000400672,0.002556672],"category_scores_gemma":[0.01319653,0.0001921317,0.0002585546,0.0006305408,0.0003656972,0.000576698,0.0004513287,0.0003900569,0.000198347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006640093,"about_ca_system_score_gemma":0.0008159808,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005727867,"about_ca_topic_score_gemma":0.007826105,"domain_scores_codex":[0.99788,0.0007203231,0.0003664515,0.0001643281,0.0007039167,0.0001650166],"domain_scores_gemma":[0.9885515,0.002762151,0.007255183,0.0002312489,0.0007085589,0.0004912657],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002341796,0.00004361004,0.9968836,0.00001350225,0.000008009185,0.00008707626,0.0004774815,0.00001665121,0.0001002022,0.000005576912,0.00005853728,0.002282235],"study_design_scores_gemma":[0.000002288811,0.0001771227,0.9974953,0.00003357755,0.000007446121,0.0006994141,0.001126298,0.0001748009,0.00009385033,0.000005941799,0.0001806113,0.000003411646],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994704,0.0001042908,0.00002485658,0.00006448088,0.000001048832,0.000006677768,0.00003891965,0.000002254249,0.0002870947],"genre_scores_gemma":[0.9995794,0.0001129141,0.00008162124,0.00002791643,0.000002368956,0.000009389474,0.0000511358,0.000001064533,0.0001341655],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005727867,"threshold_uncertainty_score":0.01138902,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3931454234587131,"score_gpt":0.5740266402334473,"score_spread":0.1808812167747342,"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."}}