{"id":"W4386602485","doi":"10.1037/str0000299","title":"Longitudinal associations between COVID-19 stress and mental health symptoms among university faculty and staff in Canada.","year":2023,"lang":"en","type":"article","venue":"International Journal of Stress Management","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Mental health; Psychology; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Occupational stress; Clinical psychology; Stress (linguistics); Burnout; Psychiatry; Medicine; Virology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007697782,0.0001479542,0.0003391519,0.0004696842,0.000494052,0.00002351791,0.0003214713,0.00007041911,0.00006533871],"category_scores_gemma":[0.00008809584,0.0001378108,0.00003944475,0.0002423895,0.00005450281,0.000236434,0.0004365188,0.0005078941,0.00000271214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002792093,"about_ca_system_score_gemma":0.001561198,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3921543,"about_ca_topic_score_gemma":0.6532282,"domain_scores_codex":[0.9974035,0.0003681985,0.0007381054,0.0002314809,0.000855536,0.0004031597],"domain_scores_gemma":[0.9981239,0.0003432471,0.0007675219,0.00008957875,0.0002250958,0.0004506805],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004566013,0.00004361755,0.9790045,0.0002175632,0.0002361095,0.0002268745,0.001521883,0.000111597,2.032768e-7,0.0007383549,0.00575697,0.01209667],"study_design_scores_gemma":[0.001604603,0.00004221509,0.9663116,0.001459807,0.00001541754,0.000001597141,0.02393095,0.0001243479,7.672198e-7,0.0001461792,0.006252873,0.0001096078],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9641133,0.0002471061,0.0001094399,0.03089049,0.00084513,0.0004255236,0.003049528,0.00002052085,0.0002989927],"genre_scores_gemma":[0.9961111,0.00231066,0.00009105409,0.0003387819,0.0001808855,0.000004393499,0.0003362568,0.00001141259,0.0006154315],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2610739,"threshold_uncertainty_score":0.7301226,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06326515781969902,"score_gpt":0.4140732539176989,"score_spread":0.3508080960979999,"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."}}