{"id":"W3175256900","doi":"10.1177/08445621211028076","title":"Sources of Stress and Coping Strategies Among Undergraduate Nursing Students Across All Years","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Nursing Research","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":116,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; McGill University","funders":"","keywords":"Coping (psychology); Psychology; Nursing; Stress (linguistics); Medical education; Medicine; Clinical psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.002558011,0.0001416582,0.0004367837,0.0004142116,0.001252273,0.0001573754,0.0004067466,0.000250174,0.00007288924],"category_scores_gemma":[0.0005342159,0.0001333223,0.00007474011,0.0004560812,0.0008294081,0.0003123071,0.00005553018,0.001946682,0.000004485394],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008249172,"about_ca_system_score_gemma":0.007310451,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00636165,"about_ca_topic_score_gemma":0.01724359,"domain_scores_codex":[0.9951351,0.001578697,0.0008133778,0.0002405182,0.0009968788,0.001235437],"domain_scores_gemma":[0.9958454,0.000800326,0.0003653354,0.0002369391,0.001595572,0.001156464],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009004729,0.0001898641,0.8091134,0.0007314364,0.0001002861,0.001038798,0.09500948,0.00005555203,0.0003027386,0.001539651,0.005022788,0.08680593],"study_design_scores_gemma":[0.00102599,0.0001864053,0.6339445,0.07140476,0.00002190556,0.00006070917,0.2833231,0.00003238188,0.0002164179,0.008963864,0.0006422037,0.0001777222],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9805863,0.01027493,0.00004384902,0.006870502,0.0009376768,0.0002259694,0.00005321106,0.000005742987,0.001001766],"genre_scores_gemma":[0.9981821,0.0006836056,0.0001866514,0.00008463734,0.0003479992,0.000004132326,0.000006768303,0.00003120628,0.0004729468],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1883136,"threshold_uncertainty_score":0.9983172,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1907646883266526,"score_gpt":0.5602968787945112,"score_spread":0.3695321904678586,"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."}}