{"id":"W1562180306","doi":"10.1111/j.1440-1800.2011.00574.x","title":"We cannot staff for ‘what ifs’: the social organization of rural nurses’ safeguarding work","year":2011,"lang":"en","type":"article","venue":"Nursing Inquiry","topic":"Nursing education and management","field":"Nursing","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"Canadian Institutes of Health Research","keywords":"Safeguarding; Nursing; Staffing; Work (physics); Flexibility (engineering); Rural area; Focus group; Health care; Medicine; Public relations; Business; Political science; Management","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006493106,0.0002654347,0.0002805663,0.001001494,0.02059892,0.006725285,0.001070882,0.001518306,0.001616204],"category_scores_gemma":[0.009861186,0.0003535239,0.0002662724,0.001089226,0.03281372,0.004427997,0.006148681,0.002293952,0.0001635909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008367181,"about_ca_system_score_gemma":0.01036266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06306517,"about_ca_topic_score_gemma":0.1001497,"domain_scores_codex":[0.9909628,0.006857779,0.000100552,0.0003611169,0.0005913285,0.001126389],"domain_scores_gemma":[0.9927289,0.003731555,0.00114738,0.0003588483,0.0006550807,0.00137832],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000109658,0.00001105161,0.003009837,0.00001953031,0.000003815302,0.0002738805,0.987729,0.00002211732,0.0002435683,0.00418965,0.0008608894,0.00362583],"study_design_scores_gemma":[0.000001665325,0.00001598406,0.002073937,0.00002594036,0.000002485774,0.0001051301,0.9876242,0.00002571905,0.0000493223,0.0008069731,0.009257127,0.00001154193],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9594198,0.000780831,0.001332025,0.01612057,0.0001304274,0.00002097811,0.00001354353,0.00002462495,0.02215729],"genre_scores_gemma":[0.9978855,0.0002251707,0.0001686689,0.000585162,0.00001611158,0.000008911893,0.000004254208,0.00001047203,0.001095697],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06306517,"threshold_uncertainty_score":0.1253962,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05505667667297089,"score_gpt":0.3354358970317606,"score_spread":0.2803792203587898,"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."}}