{"id":"W4409974955","doi":"10.3389/fvets.2025.1527196","title":"Drug use stigma, accidental pet poisonings, and veterinary care: results from a survey of pet owners in Vancouver, British Columbia","year":2025,"lang":"en","type":"article","venue":"Frontiers in Veterinary Science","topic":"Human-Animal Interaction Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Accidental; Medicine; Stigma (botany); Pet therapy; Family medicine; Animal welfare; Veterinary medicine; Environmental health; Psychiatry; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0003938685,0.0001795134,0.0002637151,0.0007709387,0.001904055,0.001088741,0.0007522111,0.0004271668,0.002123469],"category_scores_gemma":[0.001817062,0.000335689,0.0001844077,0.001603601,0.0007274737,0.000271218,0.001111894,0.0006421614,0.0002647455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005728033,"about_ca_system_score_gemma":0.005031621,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9454206,"about_ca_topic_score_gemma":0.9792019,"domain_scores_codex":[0.999488,0.00008320379,0.00005064742,0.000058992,0.0001813346,0.0001378202],"domain_scores_gemma":[0.997927,0.0002214441,0.0004148247,0.00006008573,0.000771532,0.000605053],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002070451,0.00005925067,0.9908212,0.00004628268,0.00001458629,0.0002025701,0.004650546,0.0000312929,0.0002074228,0.00001889472,0.0005542559,0.003373014],"study_design_scores_gemma":[0.00000256272,0.00001824879,0.9865527,0.0000365286,0.000004509257,0.00006959014,0.01276388,0.00006650071,0.00002866263,0.000006629488,0.0004455846,0.000004532073],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983382,0.0001332909,0.0000174335,0.00008790294,0.000002352039,0.00002934439,0.0003611875,0.000001060302,0.001029223],"genre_scores_gemma":[0.9985892,0.0002803273,0.00005635785,0.00009155043,0.000001678169,0.00002321385,0.0002960308,0.000001606386,0.0006600815],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05457944,"threshold_uncertainty_score":0.1098017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01658712165161084,"score_gpt":0.3025310557205147,"score_spread":0.2859439340689038,"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."}}