{"id":"W4200105374","doi":"10.18849/ve.v6i4.430","title":"Exploring how veterinary professionals perceive and use grief support resources to support companion animal caregivers in Ontario, Canada","year":2021,"lang":"en","type":"article","venue":"Veterinary Evidence","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":"OVC Pet Trust","keywords":"Grief; Nursing; Companion animal; Medicine; Psychology; Veterinary medicine; Medical education; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001356641,0.0002191646,0.0002429762,0.00006243752,0.0001449101,0.0000783239,0.0001563362,0.00005915128,0.0001727499],"category_scores_gemma":[0.0001943739,0.000232308,0.00004701335,0.00009458272,0.00005921512,0.00009461057,0.0006539248,0.0001867082,0.000005003693],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002209528,"about_ca_system_score_gemma":0.0004849943,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2502923,"about_ca_topic_score_gemma":0.714998,"domain_scores_codex":[0.9984719,0.0001446403,0.0002252801,0.0006019577,0.0002387747,0.0003174374],"domain_scores_gemma":[0.999263,0.00007860371,0.00007070895,0.0002836604,0.000156109,0.0001478916],"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":[0.0008571737,0.00005782893,0.05284866,0.00008008909,0.00005440796,0.002292193,0.005135588,0.00001063884,0.9266081,0.000003060524,0.01177392,0.0002783718],"study_design_scores_gemma":[0.0002788042,0.003754513,0.7460532,0.0004037455,0.00001591265,0.0008652405,0.01053013,0.000002864867,0.01181658,6.236079e-7,0.2258518,0.0004265811],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998313,0.0001814508,0.00000300741,0.0008430875,0.0003157945,0.0001804924,0.00002207908,0.00001089603,0.0001302408],"genre_scores_gemma":[0.996327,0.0001724483,0.0003140396,0.0004918026,0.00007564831,0.00008396916,0.00003447407,0.00002004132,0.002480511],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9147915,"threshold_uncertainty_score":0.9473247,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1750111656164733,"score_gpt":0.3568951476740799,"score_spread":0.1818839820576066,"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."}}