{"id":"W3180232775","doi":"10.1017/s0714980821000209","title":"Policy and Practice Note: Policy, Safety, and Regulation with Regard to Ontario Home Care Clients and Personal Support Workers","year":2021,"lang":"en","type":"article","venue":"Canadian Journal on Aging / La Revue canadienne du vieillissement","topic":"Elder Abuse and Neglect","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Regional Municipality of Waterloo; University of Waterloo","funders":"","keywords":"Workforce; Context (archaeology); Work (physics); Nursing; Health care; Corporate governance; Personal care; Public relations; Business; Medicine; Political science; Family medicine; Geography; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.02297573,0.0004967256,0.000710536,0.001385322,0.02881281,0.01311112,0.004618961,0.01924717,0.009438696],"category_scores_gemma":[0.04088387,0.00117881,0.0008528685,0.00219037,0.0135109,0.003892903,0.005147324,0.009276244,0.001450257],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1845693,"about_ca_system_score_gemma":0.5975049,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.98784,"about_ca_topic_score_gemma":0.9936535,"domain_scores_codex":[0.9606732,0.004601428,0.002228865,0.001753094,0.01874851,0.01199494],"domain_scores_gemma":[0.9254777,0.01968151,0.00370899,0.00306285,0.03182037,0.01624841],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001169649,0.0002644607,0.02410819,0.0008191923,0.00003342309,0.002372643,0.07131184,0.0009197514,0.002771025,0.1101521,0.7393171,0.04781312],"study_design_scores_gemma":[0.0000534049,0.00005750053,0.02999222,0.0008389183,0.00003293354,0.0002170947,0.03429233,0.0003780787,0.0004548646,0.003916613,0.929618,0.0001480969],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.02723791,0.003411075,0.001117745,0.8425931,0.002587351,0.001138687,0.0007783409,0.0001208773,0.1210149],"genre_scores_gemma":[0.292331,0.008171611,0.01144956,0.31882,0.001544684,0.001866862,0.0007998048,0.0001210443,0.3648954],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1845693,"threshold_uncertainty_score":0.9457841,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01092357133240222,"score_gpt":0.2595668752368526,"score_spread":0.2486433039044504,"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."}}