{"id":"W2103521040","doi":"10.1017/s0714980814000506","title":"Who is Looking After Mom and Dad? Unregulated Workers in Canadian Long-Term Care Homes","year":2014,"lang":"fr","type":"article","venue":"Canadian Journal on Aging / La Revue canadienne du vieillissement","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":161,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa; University of Calgary; University of Alberta","funders":"Canadian Institutes of Health Research","keywords":"Workforce; Burnout; Long-term care; Nursing; Nursing homes; Work (physics); Residential care; Medicine; Aged care; Health care; Gerontology; Psychology; Political science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001882085,0.0007305076,0.0009393341,0.002314741,0.001595787,0.0004510677,0.0004993842,0.0007231008,0.001910576],"category_scores_gemma":[0.0003231689,0.0008308027,0.0002235372,0.000937491,0.0002980317,0.000303716,0.00004672444,0.002176903,0.0000627106],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01066598,"about_ca_system_score_gemma":0.005957056,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9497777,"about_ca_topic_score_gemma":0.9992079,"domain_scores_codex":[0.9930306,0.001102409,0.001134051,0.0008541542,0.0002091112,0.003669646],"domain_scores_gemma":[0.9899521,0.0003287173,0.0004039556,0.0006625382,0.0004423781,0.008210315],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004337048,0.00001894679,0.7937687,0.001045469,0.0001443249,0.004727748,0.08676329,0.0001466242,0.000002373703,0.0005928627,0.03344228,0.07930402],"study_design_scores_gemma":[0.001263703,0.0001940918,0.6415866,0.01203078,0.0001660965,0.0003945118,0.01598266,0.0001670315,0.000003860855,0.00009997792,0.3273176,0.0007931158],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.905762,0.0309,0.00001646933,0.05327866,0.006832223,0.0007220596,0.0002773304,0.00001951043,0.002191744],"genre_scores_gemma":[0.987536,0.00131012,0.00006380115,0.003764756,0.001497262,0.00003823958,0.00008622115,0.0001542241,0.005549356],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2938753,"threshold_uncertainty_score":0.999704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009034171469298372,"score_gpt":0.2598479328758224,"score_spread":0.2508137614065241,"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."}}