{"id":"W2073779524","doi":"10.1108/jhom-03-2013-0049","title":"Self-employed nurses as change agents in healthcare: strategies, consequences, and possibilities","year":2014,"lang":"en","type":"article","venue":"Journal of Health Organization and Management","topic":"Nursing education and management","field":"Nursing","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Health care; Originality; Restructuring; Nursing; Value (mathematics); Scope of practice; Ethnography; Resistance (ecology); Work (physics); Scope (computer science); CLARITY; Sociology; Psychology; Public relations; Medicine; Creativity; Business; Political science; Social psychology; Computer science","routes":{"ca_aff":true,"ca_fund":false,"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":[0.01095249,0.0003451853,0.0002258412,0.001057569,0.005047284,0.007533346,0.001080581,0.002268938,0.001740545],"category_scores_gemma":[0.01043989,0.0002392147,0.0003264616,0.0005197493,0.01400586,0.004641843,0.006104386,0.001550473,0.000236789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002905894,"about_ca_system_score_gemma":0.005102672,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002948874,"about_ca_topic_score_gemma":0.006164521,"domain_scores_codex":[0.9904683,0.007299633,0.0002245944,0.0003933749,0.0008001649,0.0008139404],"domain_scores_gemma":[0.9898802,0.005582777,0.001411663,0.0006377414,0.001015956,0.001471586],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009455248,0.0006116437,0.07917191,0.0005297097,0.00003822226,0.003049313,0.7089764,0.0002358893,0.001055215,0.07750364,0.00313549,0.125598],"study_design_scores_gemma":[0.00002488205,0.0002482004,0.01525374,0.0008457405,0.00002968866,0.001488703,0.9067119,0.0006818521,0.0008582367,0.02765708,0.04615103,0.00004897943],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8942477,0.01138303,0.008053687,0.03336812,0.0004594026,0.0002296369,0.00001607853,0.00005362751,0.05218879],"genre_scores_gemma":[0.9927267,0.001641475,0.00178256,0.001220826,0.00003093738,0.0001081499,0.00000700693,0.000005686205,0.002476618],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01095249,"threshold_uncertainty_score":0.05792296,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03564867681162544,"score_gpt":0.3423078051228809,"score_spread":0.3066591283112555,"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."}}