{"id":"W3104063986","doi":"10.5430/jha.v9n5p31","title":"Should health care institutions provide job accommodations for health care workers with serious mental health concerns during the COVID-19 pandemic?","year":2020,"lang":"en","type":"article","venue":"Journal of Hospital Administration","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mental health; Pandemic; Harm; Health care; Toll; Medicine; Vulnerability (computing); Duty; Nursing; Occupational safety and health; Environmental health; Coronavirus disease 2019 (COVID-19); Psychology; Disease; Psychiatry; Infectious disease (medical specialty); Political science; Social psychology","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0009277234,0.0003362096,0.0007288479,0.000113184,0.005210439,0.00006901759,0.0004054372,0.0001917197,0.00004011913],"category_scores_gemma":[0.0004359602,0.0002254967,0.000201907,0.0003661232,0.0001559419,0.0004969311,0.00009032567,0.00145297,0.000006368834],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003073456,"about_ca_system_score_gemma":0.03635356,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008497261,"about_ca_topic_score_gemma":0.008381722,"domain_scores_codex":[0.9952788,0.0008453254,0.001907754,0.0003978581,0.0007369861,0.000833241],"domain_scores_gemma":[0.9947025,0.0003530699,0.002527741,0.0002850785,0.0006796074,0.001451985],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.003188307,0.0004438254,0.6424565,0.008781145,0.0002728733,0.00002909015,0.2434838,0.0004051405,0.00001870417,0.002196165,0.08752041,0.01120396],"study_design_scores_gemma":[0.01130927,0.03754155,0.0841926,0.005524073,0.00008993676,0.0001694567,0.5358216,0.00008756709,0.00002422232,0.00007615054,0.3242095,0.0009541053],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3292919,0.006906542,0.003477973,0.6516261,0.00160657,0.005507688,0.001370377,0.0001175295,0.00009538179],"genre_scores_gemma":[0.9590732,0.0007941239,0.001784497,0.03618772,0.001338432,0.0002724506,0.0004202582,0.00004741777,0.00008192693],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6297813,"threshold_uncertainty_score":0.9960846,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1332759430958534,"score_gpt":0.48149770543647,"score_spread":0.3482217623406166,"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."}}