{"id":"W3152620687","doi":"10.1503/cmaj.1095934","title":"Hospitals grappling with nurse exodus","year":2021,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Pandemic; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Medicine; Nursing; Health care; Medical emergency; Family medicine; History; Political science; Disease; Virology; Infectious disease (medical specialty)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005316364,0.0006032892,0.0004191445,0.0009331898,0.01165601,0.007565904,0.002369909,0.006288266,0.03524853],"category_scores_gemma":[0.01740397,0.0005623943,0.0004555481,0.001027265,0.00343698,0.005192766,0.01255702,0.01211121,0.005875844],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008566451,"about_ca_system_score_gemma":0.0451417,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03436312,"about_ca_topic_score_gemma":0.1338936,"domain_scores_codex":[0.9918869,0.001890336,0.0003127345,0.0004792535,0.001745453,0.003685294],"domain_scores_gemma":[0.9585928,0.002368844,0.002390669,0.0007851337,0.005313187,0.03054946],"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":[0.00004793498,0.000152974,0.009171104,0.0002853203,0.00002254362,0.001573869,0.003586443,0.0002595949,0.0002792965,0.01076127,0.8940596,0.07980002],"study_design_scores_gemma":[0.00002562616,0.0001703937,0.008651724,0.001305277,0.00001486554,0.001969022,0.04223041,0.0004748613,0.000172369,0.01146117,0.9334517,0.00007261786],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02197365,0.00791847,0.002130232,0.8775892,0.0164379,0.000104054,0.0002396256,0.0003208432,0.07328595],"genre_scores_gemma":[0.2890496,0.02443715,0.006401639,0.5648366,0.01347524,0.0002609721,0.000779546,0.0004234969,0.1003357],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9914336,"threshold_uncertainty_score":0.117918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01271026004988172,"score_gpt":0.3564530008924964,"score_spread":0.3437427408426147,"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."}}