{"id":"W4416909564","doi":"10.1002/vetr.6022","title":"How do accessible veterinary care providers evaluate programmes and engage communities? Results of a qualitative analysis of Canadian service providers","year":2025,"lang":"en","type":"article","venue":"Veterinary Record","topic":"Human-Animal Interaction Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Service provider; Qualitative research; Qualitative analysis; Health care; Service (business); Animal health; Healthcare service","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":[0.02602078,0.0005973832,0.0007266444,0.003437229,0.01861023,0.006719224,0.0021748,0.001482758,0.002935044],"category_scores_gemma":[0.04805364,0.0008059719,0.0004405401,0.00596227,0.01014582,0.002379905,0.005966021,0.002562906,0.0002465011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1061962,"about_ca_system_score_gemma":0.1452752,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.919801,"about_ca_topic_score_gemma":0.9432209,"domain_scores_codex":[0.9740859,0.01352883,0.0008380875,0.001309299,0.004721444,0.005516443],"domain_scores_gemma":[0.9553777,0.02464999,0.00296594,0.0007792323,0.01164675,0.004580486],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000239247,0.00001421618,0.005499529,0.000179268,0.000002886083,0.0001902129,0.9874238,0.00002861504,0.0002443818,0.0005034523,0.0008186178,0.005071105],"study_design_scores_gemma":[0.000003273078,0.00001366019,0.006559825,0.0002745298,0.000005062872,0.00004244172,0.9857913,0.00006526826,0.0001103419,0.00008774935,0.007033702,0.00001280056],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.97539,0.001368372,0.002482877,0.006953408,0.00007803423,0.001195516,0.0008202076,0.00002981434,0.01168185],"genre_scores_gemma":[0.990106,0.001420532,0.00201485,0.001531737,0.00001699768,0.0006538121,0.0001975211,0.00003954413,0.004018995],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1061962,"threshold_uncertainty_score":0.7705109,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1188466771395279,"score_gpt":0.4360262144235427,"score_spread":0.3171795372840148,"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."}}