{"id":"W2107310962","doi":"10.12927/cjnl.2010.21730","title":"British Columbia's Provincial Nursing Workload Project: Evidence to Empowerment","year":2010,"lang":"en","type":"article","venue":"Nursing leadership","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Workload; Front line; Empowerment; Nursing; Health care; Mental health; Psychology; Medicine; Political science; Management","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.01281544,0.0003224829,0.0003540773,0.000881675,0.009969451,0.002990233,0.001740382,0.001168504,0.004088116],"category_scores_gemma":[0.03341369,0.0002883638,0.0002533099,0.001410595,0.005821058,0.001431435,0.006789553,0.001846316,0.0003336606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01733004,"about_ca_system_score_gemma":0.07083057,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5923753,"about_ca_topic_score_gemma":0.8165139,"domain_scores_codex":[0.9831702,0.01014639,0.0003687157,0.0006128278,0.00323557,0.002466153],"domain_scores_gemma":[0.9694124,0.01584422,0.00212388,0.00214682,0.005558394,0.00491426],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000960095,0.002232561,0.185123,0.001637579,0.0001154415,0.001568957,0.2017123,0.0005121764,0.0009277372,0.01305015,0.03995525,0.5522047],"study_design_scores_gemma":[0.0007145302,0.001377395,0.4848428,0.003257004,0.0001674883,0.0008988348,0.2989466,0.0006186893,0.001801712,0.005844935,0.201379,0.0001509923],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.899349,0.002110803,0.001139508,0.01636681,0.0001541563,0.0007131778,0.0002740149,0.00006427467,0.07982815],"genre_scores_gemma":[0.9862873,0.001395048,0.001663503,0.002525446,0.00001571375,0.000518855,0.0001783556,0.00002152236,0.007394322],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4076247,"threshold_uncertainty_score":0.8200505,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2031194208457153,"score_gpt":0.4144251174216472,"score_spread":0.211305696575932,"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."}}