{"id":"W4390074415","doi":"10.5935/2446-5682.20230285-en","title":"Nursing workforce, organizational context, and the quality of care: a narrative review of Aiken’s research","year":2023,"lang":"pt","type":"review","venue":"Revista Enfermagem Digital Cuidado e Promoção da Saúde","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Université Laval","keywords":"Workforce; Nursing; Narrative; Context (archaeology); Quality (philosophy); Narrative review; Narrative inquiry; Psychology; Medicine; Political science; Linguistics; History","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01572516,0.001040836,0.002286855,0.01295017,0.001523583,0.004300237,0.001122761,0.001794097,0.001978173],"category_scores_gemma":[0.05229476,0.000742878,0.001877741,0.01348126,0.001555659,0.004806442,0.002293902,0.001483014,0.000277081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006243892,"about_ca_system_score_gemma":0.02084198,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006097443,"about_ca_topic_score_gemma":0.01793648,"domain_scores_codex":[0.9850401,0.008219014,0.003796796,0.000733827,0.001851575,0.0003586675],"domain_scores_gemma":[0.9561489,0.03454607,0.005299586,0.0005526576,0.003155062,0.0002977635],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003604875,0.00006104878,0.002374325,0.6831653,0.002063658,0.001506801,0.02077355,0.0003068343,0.0007271739,0.01642509,0.02760532,0.2446304],"study_design_scores_gemma":[0.00005017803,0.0001117864,0.003025371,0.785899,0.002435087,0.001474208,0.0114413,0.00007083665,0.0003361764,0.002503164,0.1926,0.00005285613],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001121531,0.9954112,0.0001745933,0.001718036,0.0002750524,0.0001208655,0.0001084883,0.000002715649,0.001067534],"genre_scores_gemma":[0.01628261,0.980086,0.001007584,0.001569766,0.0001491903,0.0005074211,0.0001001141,0.000003778652,0.000293584],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01572516,"threshold_uncertainty_score":0.08316356,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2498831179826862,"score_gpt":0.5299284147700066,"score_spread":0.2800452967873204,"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."}}