{"id":"W4304891608","doi":"10.1002/vetr.2281","title":"Latent burnout profiles of veterinarians in Canada: Findings from a cross‐sectional study","year":2022,"lang":"en","type":"article","venue":"Veterinary Record","topic":"Veterinary Practice and Education Studies","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Guelph","funders":"","keywords":"Burnout; Psychological intervention; Emotional exhaustion; Cross-sectional study; Psychology; Scale (ratio); Medicine; Nursing; Applied psychology; Clinical psychology; Geography","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":[0.002630617,0.0002670827,0.0004212762,0.001787652,0.004279472,0.002110139,0.001129211,0.0005930936,0.001205923],"category_scores_gemma":[0.005071007,0.0005668865,0.0004087827,0.004327054,0.001079787,0.0007252244,0.001750788,0.001149173,0.0002621016],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02108588,"about_ca_system_score_gemma":0.03198357,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9698002,"about_ca_topic_score_gemma":0.9833127,"domain_scores_codex":[0.9979685,0.0001979123,0.0001466139,0.0002559693,0.0007505033,0.0006806043],"domain_scores_gemma":[0.9951636,0.0003517484,0.0008585576,0.0001521113,0.002378482,0.001095575],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000282639,0.00005024257,0.9906233,0.00003222917,0.00001447709,0.00003816716,0.006004315,0.00001904536,0.0001064079,0.00003101891,0.0002878928,0.002764559],"study_design_scores_gemma":[0.000002418929,0.00002621005,0.9917198,0.00003443167,0.000006893667,0.00002530645,0.007719861,0.0000743627,0.00002392293,0.00001036504,0.0003502622,0.000006046241],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982161,0.0002003255,0.0001166995,0.0001617761,0.000004568541,0.00005761846,0.0008268038,0.000003396824,0.0004126907],"genre_scores_gemma":[0.9979189,0.0003329604,0.0003002813,0.0001369567,0.000003580189,0.00004579082,0.0008660544,0.000004274453,0.0003913041],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9789141,"threshold_uncertainty_score":0.1529895,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2455014167756958,"score_gpt":0.4422186940244821,"score_spread":0.1967172772487863,"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."}}