{"id":"W2042369415","doi":"10.1016/j.jamda.2015.03.009","title":"The Influence of Organizational Context on Best Practice Use by Care Aides in Residential Long-Term Care Settings","year":2015,"lang":"en","type":"article","venue":"Journal of the American Medical Directors Association","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":83,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Toronto Rehabilitation Institute; University Health Network; York University; Ottawa Hospital; University of Ottawa; University of Saskatchewan; University of Alberta","funders":"Canadian Institutes of Health Research","keywords":"Staffing; Best practice; Context (archaeology); Nursing; Medicine; Long-term care; Unit (ring theory); Nursing Assistant; Multilevel model; Nursing homes; Psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003223897,0.0002490097,0.0002444961,0.0007446071,0.001459079,0.001758518,0.0006727739,0.00031671,0.001313423],"category_scores_gemma":[0.01926265,0.0002477966,0.0002963629,0.000740813,0.001232565,0.0005054564,0.001702645,0.0005667679,0.00009382738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003788609,"about_ca_system_score_gemma":0.00737829,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1676355,"about_ca_topic_score_gemma":0.3075871,"domain_scores_codex":[0.9943728,0.002823807,0.0003918267,0.0004259239,0.001260325,0.000725325],"domain_scores_gemma":[0.9799125,0.006692029,0.007096908,0.0008429422,0.002606736,0.002848967],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007851393,0.000134079,0.9850776,0.00003940488,0.00007323211,0.00007220354,0.005241575,0.0001280104,0.0001933557,0.00003665559,0.0001338289,0.008791341],"study_design_scores_gemma":[0.000004421433,0.00008198149,0.9927098,0.00003497714,0.00001510828,0.00004360882,0.006605056,0.0001471503,0.0000494368,0.00001909758,0.0002814068,0.000007943937],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992987,0.0001257031,0.00006559656,0.0000808577,0.000002426153,0.000009669847,0.00002781204,0.000002316197,0.0003869201],"genre_scores_gemma":[0.9996825,0.00005988814,0.0001486892,0.00001694749,0.000001536295,0.000005528275,0.0000243453,8.82953e-7,0.00005958899],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1676355,"threshold_uncertainty_score":0.3333196,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01320851900359744,"score_gpt":0.3649138237972107,"score_spread":0.3517053047936133,"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."}}