{"id":"W2968969713","doi":"10.1177/2377960819869088","title":"Effect of Nursing Care Delivery Models on Registered Nurse Outcomes","year":2019,"lang":"en","type":"article","venue":"SAGE Open Nursing","topic":"Nursing education and management","field":"Nursing","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Skill mix; Nursing; Workload; Multilevel model; Work (physics); Job satisfaction; Demographics; Surgical nursing; Medicine; Primary nursing; Psychology; Nurse education; Health care","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.009485015,0.000497672,0.0004356142,0.000594306,0.0003863279,0.001609611,0.0009503673,0.0004294026,0.004364565],"category_scores_gemma":[0.04486014,0.0002244258,0.001651442,0.0005937311,0.0002998778,0.001082964,0.001594507,0.0008762467,0.0005093553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002696403,"about_ca_system_score_gemma":0.002421293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009240457,"about_ca_topic_score_gemma":0.009069117,"domain_scores_codex":[0.9901621,0.006611428,0.0004853043,0.000535129,0.001568,0.000638058],"domain_scores_gemma":[0.9552981,0.03149643,0.006185875,0.001501071,0.001844112,0.003674452],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005161042,0.002521912,0.9463912,0.0001093093,0.0008279408,0.00009990791,0.0004224259,0.004492398,0.0002358009,0.0004131827,0.0006739818,0.03865092],"study_design_scores_gemma":[0.0004906462,0.008885032,0.9582292,0.000267917,0.0005271999,0.0001538901,0.001276224,0.02739824,0.0004188647,0.0008397831,0.001449951,0.00006318449],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973662,0.0003773203,0.000381078,0.0002614696,0.00002562152,0.00006170955,0.0001802669,0.0000223226,0.001324098],"genre_scores_gemma":[0.9984754,0.000147476,0.0003954569,0.00003940542,0.00001294639,0.00007509421,0.0001549795,0.00001093337,0.0006883355],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009485015,"threshold_uncertainty_score":0.0501622,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03245427468564408,"score_gpt":0.3682990222067518,"score_spread":0.3358447475211077,"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."}}