{"id":"W4387410705","doi":"10.1177/08445621231204962","title":"Help Wanted, Experience Preferred, Stamina a Must: A Narrative Review of the Contextual Factors Influencing Nursing Recruitment and Retention in Rural and Remote Western Canada from the Early Twentieth Century to 2023","year":2023,"lang":"en","type":"review","venue":"Canadian Journal of Nursing Research","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Narrative; Nursing; Rural area; Context (archaeology); Nurse education; Rural history; Politics; Nursing shortage; Medicine; Political science; Economic growth; Sociology; History","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003999435,0.0004339749,0.0008678871,0.002951635,0.002626721,0.003067367,0.0009614886,0.0007328762,0.001809903],"category_scores_gemma":[0.01075851,0.0003237913,0.0006498902,0.00631481,0.001761935,0.001895948,0.001416451,0.001154207,0.0001741718],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01128778,"about_ca_system_score_gemma":0.05300831,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2567631,"about_ca_topic_score_gemma":0.5878279,"domain_scores_codex":[0.9980552,0.0009692953,0.000313491,0.0001321386,0.000397864,0.00013205],"domain_scores_gemma":[0.9955015,0.002673917,0.0005686404,0.00007014748,0.001018296,0.0001674869],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002298727,0.0000488031,0.008088756,0.281995,0.000685227,0.00279514,0.1419674,0.000324846,0.0007268066,0.02524045,0.06679606,0.4711017],"study_design_scores_gemma":[0.00002137267,0.00005317261,0.01068117,0.2905945,0.0009444163,0.001476306,0.09110744,0.00007543455,0.000287847,0.001510384,0.603187,0.00006083788],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005951413,0.9846302,0.0001994419,0.004758338,0.0002515034,0.0001057794,0.0002625495,0.000004084658,0.003836649],"genre_scores_gemma":[0.04743464,0.9485418,0.0006809167,0.001911069,0.00006639518,0.0001636371,0.0001614238,0.000005515659,0.0010345],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9887123,"threshold_uncertainty_score":0.5105371,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3401222059433371,"score_gpt":0.5328927238763886,"score_spread":0.1927705179330515,"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."}}