{"id":"W4306730720","doi":"10.30802/aalas-jaalas-22-000078","title":"Compassion Fatigue and Coping Mechanisms of Laboratory Animal Professionals from Europe, China, and Japan","year":2022,"lang":"en","type":"article","venue":"Journal of the American Association for Laboratory Animal Science","topic":"Veterinary Practice and Education Studies","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Feeling; Coping (psychology); Personality; Staffing; Psychology; Clinical psychology; European union; China; Medicine; Nursing; Social psychology","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.003799722,0.0001025295,0.0003359457,0.0001188862,0.002432104,0.00002469845,0.0003076383,0.00002480347,0.00003510544],"category_scores_gemma":[0.001876896,0.00007515355,0.0000363263,0.001211321,0.0002518118,0.0005507174,0.0003840322,0.0004692195,9.389822e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003183323,"about_ca_system_score_gemma":0.001078972,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005050945,"about_ca_topic_score_gemma":0.000004032226,"domain_scores_codex":[0.9973833,0.0009477109,0.0005450913,0.0001822351,0.0006947528,0.0002469431],"domain_scores_gemma":[0.9943113,0.0008455989,0.003498789,0.0001202013,0.001120007,0.0001041458],"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":[0.0008057871,0.0002227135,0.244138,0.00005645915,0.00008936616,0.000001355967,0.00879754,0.00001590129,0.7268226,0.002723412,0.01610238,0.0002244906],"study_design_scores_gemma":[0.0005396123,0.001037243,0.9586301,0.00008890089,0.00005907571,0.000002242276,0.02668655,0.00009251278,0.001331629,0.000260154,0.01115394,0.0001179993],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897146,0.0001844003,0.00006495087,0.008861474,0.0006374746,0.000259636,0.0002125525,0.000008254778,0.00005666154],"genre_scores_gemma":[0.9971831,0.00005068532,0.0009847393,0.001542871,0.0001198934,0.00002400741,0.000001057805,0.00000999952,0.00008368324],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.725491,"threshold_uncertainty_score":0.9988666,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07820794549025933,"score_gpt":0.4292133886677372,"score_spread":0.3510054431774779,"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."}}