{"id":"W2570422657","doi":"10.19044/esj.2016.v12n36p56","title":"Barriers to Practice of Rural and Remote Nursing in Canada","year":2016,"lang":"en","type":"article","venue":"European Scientific Journal ESJ","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Laurentian University","funders":"","keywords":"Workforce; Nursing; Checklist; Incentive; Rural area; Scope of practice; Health care; Medicine; Medical education; Psychology; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004381793,0.0001042326,0.0001897933,0.0001775648,0.0007579253,0.00002909777,0.0002722845,0.00002384284,0.0003319824],"category_scores_gemma":[0.003298752,0.00007157347,0.00002003307,0.0004566363,0.0001164956,0.0002687929,0.00009161606,0.0004056087,0.0001097812],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001160079,"about_ca_system_score_gemma":0.002717976,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.09154093,"about_ca_topic_score_gemma":0.1610247,"domain_scores_codex":[0.9963745,0.001588565,0.0007245168,0.0001827046,0.0004869576,0.0006427063],"domain_scores_gemma":[0.9976171,0.000499394,0.0003788555,0.000260014,0.0003304609,0.0009141227],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005671016,0.00003306357,0.05721872,0.0001267459,0.00002244026,0.000460217,0.1071445,0.00005909478,0.005728592,0.0003151425,0.2757853,0.5525391],"study_design_scores_gemma":[0.001353037,0.0001012019,0.016425,0.01003774,0.00001699635,0.0001577517,0.2304808,0.00004758907,0.00009449475,0.0002827938,0.7407515,0.0002511014],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9460649,0.0003651373,0.0002995722,0.008769554,0.0045335,0.0002582725,0.00001312176,0.00001099041,0.0396849],"genre_scores_gemma":[0.9910825,0.00007584074,0.001947593,0.001144511,0.0001589888,3.545667e-7,4.172795e-7,0.0000209932,0.005568808],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.552288,"threshold_uncertainty_score":0.9145086,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0265751151907117,"score_gpt":0.3897724544603829,"score_spread":0.3631973392696712,"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."}}