{"id":"W2972467277","doi":"10.1136/ebnurs-2019-103143","title":"Enhancing the role of nursing in primary care facilitates task sharing and addresses human resource shortages to achieve optimal population health outcomes","year":2019,"lang":"en","type":"letter","venue":"Evidence-Based Nursing","topic":"Nursing Roles and Practices","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's College Hospital; University of Toronto","funders":"","keywords":"Economic shortage; Task (project management); Resource (disambiguation); Population; Nursing; Nursing shortage; Primary care; Human resources; Business; Medicine; Computer science; Environmental health; Political science; Family medicine; Nurse education; Economics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[],"category_scores_codex":[0.002391752,0.0005791412,0.001209128,0.0006382502,0.001414395,0.0001206086,0.0006008366,0.0006775695,0.00003865104],"category_scores_gemma":[0.0004664184,0.0004771469,0.0001524071,0.0004276834,0.0001779369,0.0006148418,0.00009816236,0.003258935,0.00001111654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002097674,"about_ca_system_score_gemma":0.0005953299,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002953851,"about_ca_topic_score_gemma":0.0003070711,"domain_scores_codex":[0.9933333,0.002190759,0.001494651,0.00101333,0.0008359271,0.001131986],"domain_scores_gemma":[0.9929156,0.004669246,0.001203514,0.0009092198,0.0001775065,0.0001249004],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001006878,0.0001977644,0.602096,0.01232532,0.0001048397,0.0000245034,0.2016784,0.003661562,0.00258619,0.00007825762,0.07919686,0.09704341],"study_design_scores_gemma":[0.00147001,0.001752046,0.4073679,0.386485,0.0004703205,0.000008925634,0.1427116,0.0003967997,0.0004083849,0.000946004,0.05611492,0.001868043],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4374723,0.02578879,0.0001920816,0.530391,0.00109925,0.003677286,0.0001121721,0.0001459695,0.001121143],"genre_scores_gemma":[0.8564553,0.0001386884,0.002000467,0.1377184,0.001697695,0.0001702791,0.0009052569,0.0002096425,0.0007041852],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.418983,"threshold_uncertainty_score":0.9998856,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07492515354254906,"score_gpt":0.4298963781166656,"score_spread":0.3549712245741166,"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."}}