{"id":"W4206116485","doi":"10.31219/osf.io/xba4v","title":"Post-Secondary Student Stress: A Qualitative Descriptive Study (Preprint)","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Stressor; Psychology; Mental health; Context (archaeology); Qualitative research; Focus group; Stress (linguistics); Interpersonal communication; Medical education; Stress management; Variety (cybernetics); Applied psychology; Clinical psychology; Medicine; Social psychology; Sociology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00745886,0.0004875619,0.0007770875,0.002131425,0.0060469,0.003238545,0.001021828,0.001277223,0.003510509],"category_scores_gemma":[0.01191669,0.000505955,0.0003596797,0.002383396,0.003996372,0.001685628,0.003099841,0.001504073,0.0006615401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004041251,"about_ca_system_score_gemma":0.004625051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005186531,"about_ca_topic_score_gemma":0.008674788,"domain_scores_codex":[0.9964584,0.001832605,0.000258647,0.0002321847,0.0005136089,0.0007045843],"domain_scores_gemma":[0.9857545,0.009609045,0.001163773,0.0004014445,0.001759421,0.001311868],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009506008,0.0002230364,0.02014094,0.0005264702,0.000006903152,0.001667659,0.9613836,0.00006539218,0.00184839,0.001147591,0.001437697,0.01145726],"study_design_scores_gemma":[0.000005923961,0.0001903598,0.01205155,0.0003365086,0.000004412503,0.000652061,0.9752299,0.0000752913,0.0006875432,0.0002952774,0.01045332,0.00001776903],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906949,0.00051357,0.00206788,0.001124108,0.00007324261,0.000688766,0.0007497655,0.00002523258,0.004062553],"genre_scores_gemma":[0.9887783,0.001095913,0.00150746,0.0009256941,0.00005198825,0.00170264,0.0003949856,0.00002424094,0.005518887],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00745886,"threshold_uncertainty_score":0.03944671,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1614016531299954,"score_gpt":0.5182017796002348,"score_spread":0.3568001264702394,"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."}}