{"id":"W4405710825","doi":"10.2307/jj.12348217.9","title":"Understanding the long-term retention of personal support workers in Canadian home and long-term care","year":2024,"lang":"en","type":"book-chapter","venue":"Policy Press eBooks","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Term (time); Long-term care; Personal care; Nursing; Psychology; Medicine; Gerontology; Family medicine","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002790008,0.0003523826,0.0004881069,0.0007279143,0.0003567451,0.00004401149,0.000222524,0.0006242176,0.0001346486],"category_scores_gemma":[0.00001528677,0.0002915005,0.0001774302,0.00003240824,0.0002500759,0.0000390703,0.0001432244,0.001064297,0.00001499923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001599426,"about_ca_system_score_gemma":0.001738111,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2130203,"about_ca_topic_score_gemma":0.4718368,"domain_scores_codex":[0.9979047,0.00008248704,0.0005528305,0.0004322064,0.0003055186,0.0007223118],"domain_scores_gemma":[0.998853,0.0001560125,0.0002541443,0.0003571973,0.00008451457,0.0002951779],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.000530184,0.00002025624,0.2946992,0.020811,0.0009995637,0.0009648678,0.2864501,0.000001773872,0.00002239304,0.3615687,0.01966226,0.01426981],"study_design_scores_gemma":[0.006166121,0.000890776,0.8038697,0.04332609,0.003305859,0.0002258659,0.03716451,0.000026202,0.00003021768,0.04469573,0.05579458,0.004504326],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02757103,0.005080219,0.00001047586,0.000694768,0.001825395,0.001797709,0.0006899959,0.0000777059,0.9622527],"genre_scores_gemma":[0.6228804,0.0001988947,0.000001841186,0.00007976787,0.0005838131,0.00004011354,0.0001258426,0.00007837683,0.3760109],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5953094,"threshold_uncertainty_score":0.9999537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1358997474018569,"score_gpt":0.3769827607079639,"score_spread":0.241083013306107,"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."}}