{"id":"W2533168215","doi":"10.1177/0844562116663951","title":"Migrant Nurses and Federal Caregiver Programs in Canada","year":2016,"lang":"en","type":"article","venue":"Canadian Journal of Nursing Research","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Social Sciences and Humanities Research Council of Canada; University of Alberta","keywords":"Workforce; Immigration; Immigration policy; Health human resources; Human resources; Health care; Human services; Nursing; Health policy; Economic growth; Political science; Public relations; Business; Medicine; Economics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.001337316,0.0001070818,0.0002715135,0.0003624023,0.000733317,0.00002595731,0.000271422,0.0001134316,0.0001611057],"category_scores_gemma":[0.0004654028,0.00007454697,0.00002530633,0.0004129868,0.0003184307,0.0001412301,0.00001220661,0.000913062,0.00001199183],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01011132,"about_ca_system_score_gemma":0.02669491,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9838927,"about_ca_topic_score_gemma":0.9989529,"domain_scores_codex":[0.9965269,0.000779803,0.0005158691,0.000165681,0.00054413,0.001467633],"domain_scores_gemma":[0.9968057,0.0005786856,0.0001265538,0.0001641577,0.0007074593,0.001617429],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009443511,0.00001449336,0.6541506,0.00005721868,0.000006330769,0.0006194355,0.01709288,0.00000132879,0.00002350289,0.0003264848,0.08465053,0.2429627],"study_design_scores_gemma":[0.003674,0.000677144,0.5057095,0.04509193,0.00001225207,0.0002807074,0.192303,0.00002361923,0.00001802027,0.005617599,0.2462017,0.0003905478],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9727355,0.002586006,0.00000202373,0.01980885,0.000994829,0.0004103233,0.00001125849,0.000003246445,0.003447918],"genre_scores_gemma":[0.9979122,0.00009106986,0.00006069165,0.0001434407,0.0002425491,0.000008305378,7.740176e-7,0.00001895327,0.00152205],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2425722,"threshold_uncertainty_score":0.9936887,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1958886081061347,"score_gpt":0.4886695195698303,"score_spread":0.2927809114636956,"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."}}