{"id":"W4409272802","doi":"10.63591/gcar.jrm.3.1.75","title":"Exploring the Impact of Work-Related Stress on Mental Health and Job Performance Among Healthcare Workers- A case study","year":2024,"lang":"en","type":"article","venue":"Journal of Research Methodologists","topic":"Health and Well-being Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Discovery Centre","funders":"","keywords":"Mental health; Mental healthcare; Health care; Psychology; Work (physics); Job stress; Occupational stress; Applied psychology; Job satisfaction; Nursing; Medicine; Clinical psychology; Psychiatry; Social psychology; Political science; Engineering","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":[0.002822012,0.0005267203,0.0004958319,0.001374861,0.008203305,0.002459816,0.001254851,0.002046818,0.002452902],"category_scores_gemma":[0.003002754,0.000452528,0.000621537,0.00104107,0.00266692,0.001284287,0.003628473,0.002073475,0.0002629413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0029599,"about_ca_system_score_gemma":0.00302163,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008205718,"about_ca_topic_score_gemma":0.02473511,"domain_scores_codex":[0.9985134,0.0007581191,0.00005969723,0.0001113913,0.0001513918,0.0004059559],"domain_scores_gemma":[0.9982553,0.0008284592,0.0002685961,0.00007671148,0.0001315142,0.0004393919],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001534847,0.001191799,0.0713407,0.0008835171,0.00005392748,0.1347868,0.7532253,0.0002519371,0.002546415,0.002800489,0.003243583,0.02952199],"study_design_scores_gemma":[0.00002131898,0.0003968788,0.02641502,0.000756868,0.00003424007,0.02237257,0.9337361,0.0002838002,0.0006676092,0.000826434,0.01444729,0.00004179308],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927786,0.001194345,0.0006328648,0.001984822,0.00009004014,0.0001762724,0.00005428772,0.000005004728,0.003083712],"genre_scores_gemma":[0.9937663,0.002318547,0.001100225,0.0006070444,0.00007131473,0.0001483899,0.00003196018,0.000005894586,0.001950273],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008205718,"threshold_uncertainty_score":0.02147573,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6087546621376183,"score_gpt":0.6092656434186872,"score_spread":0.0005109812810688563,"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."}}