{"id":"W2132434549","doi":"10.1590/s0104-11692013000700019","title":"Nursing workload and patient safety - a mixed method study with an ecological restorative approach","year":2013,"lang":"en","type":"article","venue":"Revista Latino-Americana de Enfermagem","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":129,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Foreign Affairs and International Trade Canada; Pan American Health Organization; Fundação Instituto de Pesquisas Econômicas; Universidade Federal do Rio Grande do Sul; Hospital de Clínicas de Porto Alegre; University of Alberta; Canadian Bureau for International Education","keywords":"Workload; Nursing; Patient safety; Absenteeism; Medicine; Nursing care; Psychology; Health care","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":[0.01860509,0.0007725871,0.001114322,0.002676041,0.002808867,0.001943944,0.001079087,0.001064738,0.002593951],"category_scores_gemma":[0.01328677,0.000740417,0.001226206,0.001648675,0.00208897,0.001150825,0.001580095,0.0007744022,0.0002749722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001837587,"about_ca_system_score_gemma":0.00414107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00212861,"about_ca_topic_score_gemma":0.004742127,"domain_scores_codex":[0.9853544,0.01125678,0.0007820277,0.0007397748,0.001230838,0.0006361412],"domain_scores_gemma":[0.9850676,0.01017078,0.002190103,0.0008228957,0.001316439,0.0004322957],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004961253,0.04649467,0.5542174,0.003561233,0.0005472435,0.001536456,0.2395675,0.001187477,0.006936694,0.00374266,0.00108526,0.1361621],"study_design_scores_gemma":[0.00354794,0.07880676,0.5463051,0.001355336,0.0005904479,0.001095728,0.341289,0.005734653,0.006276441,0.003906906,0.01078514,0.0003067034],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917573,0.0002044616,0.002948124,0.0001190574,0.00002255555,0.004012113,0.00008843174,0.000008115784,0.0008397162],"genre_scores_gemma":[0.9595285,0.0003826918,0.01668106,0.0004042257,0.00007624971,0.02136144,0.000120433,0.000008113508,0.001437235],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01860509,"threshold_uncertainty_score":0.09839433,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07753825735606885,"score_gpt":0.426649784648799,"score_spread":0.3491115272927302,"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."}}