{"id":"W7064741668","doi":"","title":"An In-Depth Exploration into the Occupational Stressors Impacting Veterinarians’ Mental Health and the Perceived Impacts of Mental Health on Veterinarians’ Provision of Care","year":2022,"lang":"en","type":"dissertation","venue":"The Atrium (University of Guelph)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Stressor; Mental health; Quality (philosophy); Mental health care; Occupational stress; Health care; Occupational safety and health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003392351,0.0002781906,0.0003361069,0.0006048434,0.006505853,0.003932042,0.000574107,0.0007563831,0.002135854],"category_scores_gemma":[0.004471291,0.0002573998,0.0003429712,0.0007343738,0.002576601,0.001847044,0.00294287,0.002492785,0.0002094527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005051515,"about_ca_system_score_gemma":0.01226146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03942402,"about_ca_topic_score_gemma":0.1274496,"domain_scores_codex":[0.9981425,0.0008673967,0.00005881961,0.00006893138,0.0003627957,0.0004996221],"domain_scores_gemma":[0.9970869,0.001234469,0.0003398639,0.00006325127,0.0005274467,0.0007480747],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000249302,0.0001039118,0.02654432,0.0003070859,0.00001263258,0.0006496105,0.9446512,0.00005817007,0.0009193281,0.001716054,0.003688335,0.02132441],"study_design_scores_gemma":[0.000001583513,0.00004400024,0.0135923,0.0001775596,0.000004116471,0.0001457967,0.9762432,0.00003134953,0.00008852923,0.0002091621,0.009452692,0.000009644164],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9812681,0.001629352,0.0004522126,0.00805803,0.0001234736,0.00008214116,0.00009170669,0.00000538913,0.008289558],"genre_scores_gemma":[0.9880788,0.004577148,0.0007828614,0.001648531,0.00004508257,0.00007415245,0.00006440106,0.00000637278,0.004722611],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03942402,"threshold_uncertainty_score":0.07838905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02080113786907066,"score_gpt":0.3078903217826625,"score_spread":0.2870891839135918,"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."}}