{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006907814,0.0001974339,0.0002408397,0.000460238,0.001276474,0.0004713482,0.0001123874,0.00009165343,0.00008923845],"category_scores_gemma":[0.0005922801,0.0002022385,0.00003566224,0.0004926484,0.0001622674,0.0002935598,0.00002675316,0.0003288841,0.000001961433],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002853089,"about_ca_system_score_gemma":0.007158132,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6764598,"about_ca_topic_score_gemma":0.9958407,"domain_scores_codex":[0.9981811,0.0002600269,0.0002403281,0.000381201,0.0001931812,0.0007441532],"domain_scores_gemma":[0.9967223,0.0001914328,0.000127497,0.0001440163,0.0003261844,0.002488522],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002703392,0.00003086158,0.1705185,0.00009413237,0.000214707,0.004424646,0.7305574,0.0001210556,0.00006066054,0.01443813,0.003217556,0.07605195],"study_design_scores_gemma":[0.0008368686,0.0003191411,0.1295654,0.0009190685,0.00008378573,0.0016709,0.03244387,0.000005888769,0.000009612793,0.0001639937,0.8335693,0.0004121778],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9212839,0.0006396356,0.00002788943,0.06563319,0.0002251385,0.000258625,0.00002844353,0.00001103402,0.01189213],"genre_scores_gemma":[0.9905409,0.0008101823,0.0004028453,0.004035997,0.000564195,0.000005717861,0.00001520364,0.0000275295,0.003597434],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8303518,"threshold_uncertainty_score":0.9984704,"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."}}