{"id":"W4402239366","doi":"10.12927/hcpol.2024.27348","title":"Quality of Work Life and Mental Well-Being for Long-Term Care Staff in Nova Scotia","year":2024,"lang":"en","type":"article","venue":"Healthcare policy","topic":"Workplace Health and Well-being","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Mount Saint Vincent University","funders":"","keywords":"Nova scotia; Nova (rocket); Term (time); Work (physics); Psychology; Quality of life (healthcare); Gerontology; Nursing; Medicine; Sociology; Engineering; Physics; Aeronautics","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001359055,0.0002950155,0.0006721784,0.0005354334,0.0004640472,0.00002397815,0.0001710355,0.0004218636,0.0001076442],"category_scores_gemma":[0.000385066,0.0002881487,0.0001134171,0.0008951508,0.00009185975,0.0001516422,0.0001596488,0.0009712153,0.0000916495],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007560954,"about_ca_system_score_gemma":0.002735389,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0253397,"about_ca_topic_score_gemma":0.02345601,"domain_scores_codex":[0.9956067,0.0007624814,0.001430962,0.0005816555,0.0003106369,0.001307546],"domain_scores_gemma":[0.9973589,0.001149797,0.000255389,0.0003930844,0.0001743137,0.0006685178],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004383059,0.00005054452,0.8581469,0.03605429,0.00002471629,0.000009016651,0.05299891,0.000002353656,0.00002155829,0.02635824,0.003131116,0.022764],"study_design_scores_gemma":[0.00402249,0.0005687242,0.9362287,0.01310107,0.000026136,0.000006494666,0.02861708,0.00008430314,0.00007737826,0.004058869,0.01238596,0.0008228078],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9395992,0.01062296,0.00009892488,0.04138834,0.001642576,0.003024735,0.0001315735,0.0001620953,0.003329587],"genre_scores_gemma":[0.9941858,0.0007019091,0.0003453403,0.002816489,0.001255084,0.000133123,0.0001283984,0.00007911461,0.000354732],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07808175,"threshold_uncertainty_score":0.9999571,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05767707695920622,"score_gpt":0.4689129113499836,"score_spread":0.4112358343907774,"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."}}