{"id":"W1523060541","doi":"","title":"Influence of Education Portability and Geographical Mobility on Nursing Retention in Canada","year":2011,"lang":"en","type":"article","venue":"Journal of Global Health Care Systems","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Software portability; Salary; Workforce; Economic shortage; Nursing research; Nursing; Business; Nursing shortage; Nurse education; Medicine; Political science; Economic growth; Economics; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"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":[0.006772637,0.0001733979,0.0005718681,0.004104104,0.001811849,0.003361851,0.0009354464,0.0002465808,0.002354892],"category_scores_gemma":[0.03849122,0.000138995,0.0009134802,0.01213865,0.00108267,0.0007440669,0.001522824,0.000550657,0.00008485019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03608324,"about_ca_system_score_gemma":0.1060998,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9534998,"about_ca_topic_score_gemma":0.9696515,"domain_scores_codex":[0.9923115,0.001237239,0.0007720074,0.0003898982,0.004524523,0.0007646894],"domain_scores_gemma":[0.956356,0.01432073,0.008824045,0.0005696606,0.01844824,0.001481433],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000448883,0.0001048536,0.668296,0.009953749,0.001216662,0.000584137,0.009850867,0.001978156,0.0004556824,0.005984879,0.006371332,0.2947548],"study_design_scores_gemma":[0.00002108599,0.00009302917,0.968643,0.003885033,0.0006163604,0.0001680875,0.007671991,0.0004036389,0.0003230965,0.0003824427,0.01773686,0.00005539948],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8058252,0.1223399,0.0009015276,0.008171259,0.0002046511,0.0002754266,0.004190111,0.00004296291,0.05804907],"genre_scores_gemma":[0.9701294,0.02720522,0.0003927991,0.0003442353,0.0000339901,0.00004639246,0.0004737102,0.000007743293,0.001366481],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04650021,"threshold_uncertainty_score":0.2618035,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02803529517564562,"score_gpt":0.4094947556218599,"score_spread":0.3814594604462143,"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."}}