{"id":"W4285406514","doi":"10.12927/hcpol.2022.26853","title":"What is Old is New Again: Global Issues Influencing Workers and Their Work in Long-Term Care","year":2022,"lang":"en","type":"article","venue":"Healthcare policy","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton Health Sciences; McMaster University; University of Toronto; Public Health Ontario","funders":"","keywords":"Term (time); Work (physics); Sustainability; Care work; Long-term care; Key (lock); Business; Medicine; Nursing; Computer science; Engineering; Computer security","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0003367706,0.0003209169,0.0005188467,0.0003211905,0.001162139,0.00008015331,0.0002901845,0.0002533366,0.0003404849],"category_scores_gemma":[0.00004869565,0.0003118198,0.0001077614,0.001678428,0.00005365204,0.0003105566,0.0004235012,0.0009721718,0.00004743124],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00215574,"about_ca_system_score_gemma":0.002025614,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1440574,"about_ca_topic_score_gemma":0.009340685,"domain_scores_codex":[0.9966702,0.0006279783,0.0006401635,0.0005850857,0.0003403395,0.001136235],"domain_scores_gemma":[0.9984279,0.000162637,0.0002296317,0.0005706387,0.0001203377,0.0004888704],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001511186,0.00001633417,0.5796397,0.000519142,0.00001485767,0.00001580404,0.2707423,0.000003499529,0.000001227929,0.0001394002,0.02364717,0.1251094],"study_design_scores_gemma":[0.001082087,0.0001677715,0.6612924,0.001279804,0.00001210891,0.00001132268,0.2989928,0.000001809038,0.000007818142,0.001019693,0.03577147,0.0003609497],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7976435,0.06647398,0.000002204481,0.1327674,0.001687654,0.0008928705,0.00009537856,0.0001276026,0.0003093919],"genre_scores_gemma":[0.9622142,0.004259333,0.00006340641,0.02933304,0.001362186,0.0001326034,0.00006330205,0.00005124074,0.002520676],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1645707,"threshold_uncertainty_score":0.9999334,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04278959922399634,"score_gpt":0.4238654887099991,"score_spread":0.3810758894860027,"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."}}