{"id":"W2038465754","doi":"10.3138/jvme.32.2.193","title":"Veterinary Students and Non-academic Stressors","year":2005,"lang":"en","type":"article","venue":"Journal of Veterinary Medical Education","topic":"Veterinary Practice and Education Studies","field":"Health Professions","cited_by":79,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Stressor; Coping (psychology); Psychology; Affect (linguistics); Medical education; Clinical psychology; Distress; Substance abuse; Mental health; Psychological distress; Medicine; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001804024,0.0001738784,0.0003501471,0.0002323949,0.0004168135,0.00001549876,0.0003686115,0.0002446704,0.00108752],"category_scores_gemma":[0.001347128,0.0001444362,0.0000667389,0.0001622262,0.0001127157,0.0007786379,0.0002416518,0.001311618,0.0001313761],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001946969,"about_ca_system_score_gemma":0.001479485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002041189,"about_ca_topic_score_gemma":0.000001873205,"domain_scores_codex":[0.997139,0.0004718455,0.001055354,0.0001854004,0.0008149752,0.0003334059],"domain_scores_gemma":[0.9976982,0.0004987408,0.0007946414,0.0001856695,0.0003071194,0.0005156465],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003257402,0.003323373,0.257475,0.001170092,0.0004201941,0.000237583,0.04947358,0.000005638592,0.006428505,0.0001465957,0.2207105,0.4573516],"study_design_scores_gemma":[0.001547638,0.00240014,0.3209919,0.001237621,0.0000793599,0.001743765,0.01737859,0.00003279099,0.00000871214,0.00008383561,0.6542812,0.0002144417],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9774062,0.001889664,0.00004786527,0.01591843,0.003312,0.0002149321,0.000001619315,0.00001645049,0.001192861],"genre_scores_gemma":[0.9857912,0.004629021,0.001065278,0.004065534,0.003198916,0.00004527129,0.000003757727,0.00002171308,0.001179293],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4571371,"threshold_uncertainty_score":0.9998256,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3923515554210181,"score_gpt":0.6017845760479339,"score_spread":0.2094330206269158,"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."}}