{"id":"W3030860984","doi":"10.1111/jonm.13058","title":"Public health nurse perceptions of evolving work and how work is managed: A qualitative study","year":2020,"lang":"en","type":"article","venue":"Journal of Nursing Management","topic":"Public Health Policies and Education","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"Faculty of Graduate Studies and Research, University of Regina","keywords":"Public health; Public health nursing; Nursing; Health care; Focus group; Nursing management; Population; Population health; Medicine; Qualitative research; Health policy; Health promotion; Occupational health nursing; Environmental health; Business; Sociology; Political science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003390492,0.0001607244,0.0004936144,0.0003862735,0.0006742486,0.00005607396,0.0002374006,0.00006474755,0.0001819084],"category_scores_gemma":[0.0002020573,0.0001416064,0.00008585439,0.001002914,0.00008935451,0.00036497,0.00006099379,0.0006193751,0.00001087683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006217993,"about_ca_system_score_gemma":0.0003099773,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002882192,"about_ca_topic_score_gemma":0.000003183824,"domain_scores_codex":[0.9961575,0.001589555,0.0009248381,0.0002101349,0.000530246,0.0005876973],"domain_scores_gemma":[0.9972876,0.0002694418,0.001263957,0.0002182887,0.0003708599,0.0005898186],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005239309,0.0005140913,0.008984566,0.0003938414,0.0001279791,0.000002595262,0.6403123,0.000002135731,6.712306e-7,0.000832506,0.3198256,0.0289513],"study_design_scores_gemma":[0.0008842371,0.0005376433,0.1661924,0.001045858,0.00006749744,0.000001121101,0.802864,0.00002698185,4.746989e-8,0.0002799266,0.02799914,0.0001012199],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4170187,0.0005497804,0.003273755,0.5737715,0.001332578,0.001114257,0.000005009611,0.00002658273,0.002907818],"genre_scores_gemma":[0.9889143,0.0002198852,0.002551708,0.006821353,0.000637403,0.00002364769,0.000002359031,0.00002430501,0.0008050903],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5718955,"threshold_uncertainty_score":0.577454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2639341962012594,"score_gpt":0.5279350730706444,"score_spread":0.2640008768693849,"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."}}