{"id":"W1965850800","doi":"10.12927/cjnl.2010.21940","title":"Working in Canada or the United States: Perceptions of Canadian Nurses Living in a Border Community","year":2010,"lang":"en","type":"article","venue":"Nursing leadership","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Staffing; Workload; Nursing; Personnel selection; Work (physics); Nursing shortage; Psychology; Perception; Economic shortage; Political science; Medicine; Nurse education; Management","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":[0.001548439,0.0002334644,0.0002524685,0.000952439,0.01024781,0.002515451,0.0007532283,0.0005256159,0.003267757],"category_scores_gemma":[0.003154087,0.0001882849,0.0003503733,0.001303682,0.001987211,0.0007055253,0.001783684,0.001107932,0.0002227196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01789731,"about_ca_system_score_gemma":0.033358,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9882342,"about_ca_topic_score_gemma":0.9951113,"domain_scores_codex":[0.9986668,0.0001600977,0.00005094001,0.00008872843,0.0005088818,0.0005244724],"domain_scores_gemma":[0.9964247,0.0002396411,0.0003703861,0.00004224909,0.001245493,0.001677568],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.000176793,0.0001826666,0.7923914,0.000121124,0.00003495006,0.0007281536,0.1671995,0.0001618704,0.001231966,0.0008667274,0.005433155,0.03147171],"study_design_scores_gemma":[0.000008666482,0.0001046407,0.6323919,0.0001331424,0.0000143095,0.0001502312,0.3580855,0.00019047,0.0001080754,0.00008226843,0.008689851,0.00004094391],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930946,0.0002871384,0.0000448497,0.001134972,0.00002791583,0.00001911631,0.00007225631,0.000002713689,0.00531645],"genre_scores_gemma":[0.9974385,0.0004861291,0.00008713912,0.0003784537,0.000006487766,0.000009194394,0.000068799,0.000003283581,0.001521933],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01789731,"threshold_uncertainty_score":0.1298547,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2690496184742564,"score_gpt":0.4373484519933529,"score_spread":0.1682988335190965,"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."}}