{"id":"W1971534698","doi":"10.12927/cjnl.2013.23245","title":"Not Dead Yet: The Spectre of Nursing Human Resource Shortages","year":2013,"lang":"en","type":"editorial","venue":"Nursing leadership","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Economic shortage; Nursing; Nursing shortage; Human resources; Resource (disambiguation); Nurse education; Nursing research; Political science; Medicine; Government (linguistics); Law","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.001848303,0.0008170791,0.001358245,0.0003140277,0.00229164,0.00006041281,0.001513075,0.003131465,0.000848468],"category_scores_gemma":[0.0013899,0.0006535942,0.0003111588,0.0005479167,0.001272026,0.0001520905,0.00006618536,0.006544693,0.0005671541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002079838,"about_ca_system_score_gemma":0.001058772,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008593485,"about_ca_topic_score_gemma":0.0001984358,"domain_scores_codex":[0.9907882,0.002125375,0.0017394,0.0009800696,0.001992971,0.002374016],"domain_scores_gemma":[0.9904243,0.005391937,0.001495005,0.001705343,0.000597406,0.0003860209],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001332454,0.000139644,0.0001049907,0.001079815,0.00004510938,0.000005170984,0.03082226,0.00000452024,0.00005833752,0.001802184,0.9597105,0.00609419],"study_design_scores_gemma":[0.0007527299,0.0002641937,0.0005929085,0.04771311,0.0003067145,0.000001960049,0.1117093,0.00001219936,0.00008402665,0.001783408,0.8361262,0.0006532259],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.002726916,0.005612631,0.0000193834,0.01934174,0.8540416,0.002888725,0.0001493612,0.0004819271,0.1147377],"genre_scores_gemma":[0.05828626,0.00008001788,0.0003095208,0.0010403,0.8840176,0.0001733772,0.0006503089,0.0003883474,0.0550543],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.1235843,"threshold_uncertainty_score":0.9995915,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2796618745313695,"score_gpt":0.4724732031860776,"score_spread":0.1928113286547081,"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."}}