{"id":"W4289756550","doi":"10.1139/facets-2022-0002","title":"Investing in Canada’s nursing workforce post-pandemic: A call to action","year":2022,"lang":"en","type":"article","venue":"FACETS","topic":"Disaster Response and Management","field":"Health Professions","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Memorial University of Newfoundland; Canadian Nurses Association; University of Ottawa; University of Prince Edward Island; Dalhousie University; Université de Montréal; University of Alberta; Registered Nurses' Association of Ontario; Thompson Rivers University; University of Manitoba; Izaak Walton Killam Health Centre; Nova Scotia Health Authority","funders":"Dalhousie University; St. Francis Xavier University","keywords":"Workforce; Staffing; Pandemic; Nursing; Workforce planning; Health care; Medicine; Political science; Business; Coronavirus disease 2019 (COVID-19)","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.03351857,0.0009504981,0.002254299,0.004054639,0.01810929,0.01916941,0.005850521,0.01390432,0.009068679],"category_scores_gemma":[0.07097276,0.0007714659,0.002925457,0.006889191,0.009487272,0.01161187,0.008420941,0.01475411,0.001284299],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.1547507,"about_ca_system_score_gemma":0.7367957,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9763381,"about_ca_topic_score_gemma":0.9898761,"domain_scores_codex":[0.9765425,0.005175132,0.001468998,0.001118558,0.008376821,0.007318046],"domain_scores_gemma":[0.8241633,0.03964126,0.00530189,0.00250525,0.0850085,0.04337979],"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":[0.0001897648,0.0001287259,0.008416659,0.01285269,0.0003100698,0.0007587544,0.01288462,0.0009602862,0.001031189,0.01997138,0.749081,0.1934148],"study_design_scores_gemma":[0.000104715,0.000151485,0.01687762,0.02290317,0.0003713805,0.0003112848,0.04877652,0.0005118925,0.0006149642,0.009822842,0.8992594,0.0002947669],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00368959,0.07824033,0.0007190649,0.904301,0.005984801,0.0001187944,0.0004961574,0.0001481786,0.006302108],"genre_scores_gemma":[0.1318654,0.2537057,0.02016855,0.5739393,0.003401295,0.0005462117,0.00114621,0.0001970637,0.01503029],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.8452493,"threshold_uncertainty_score":0.9803694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1569207703074334,"score_gpt":0.4420985315547872,"score_spread":0.2851777612473538,"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."}}