{"id":"W2728628692","doi":"","title":"Challenges faced by internationally educated health professionals on Prince Edward Island : stories and voices : a research report for IEHP Atlantic Connection","year":2007,"lang":"en","type":"book","venue":"OAR@UM (University of Malta)","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Preamble; Immigration; Health professionals; Political science; Health care; Identification (biology); Economic growth; Public relations; Gender studies; Sociology; Engineering; Law","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.004221571,0.0003644067,0.0009037767,0.0006175911,0.001840213,0.00001162397,0.0004753642,0.0007568101,0.0002117867],"category_scores_gemma":[0.0004579337,0.0004031839,0.0001094303,0.0002014292,0.0003406093,0.0001856438,0.0003515625,0.001663826,0.00006422716],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001539159,"about_ca_system_score_gemma":0.003883578,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002569706,"about_ca_topic_score_gemma":0.01877711,"domain_scores_codex":[0.9955921,0.0007233682,0.0006966845,0.0009246732,0.001118953,0.0009442508],"domain_scores_gemma":[0.9937233,0.002338024,0.001464431,0.0005037598,0.001574231,0.0003962939],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002154364,0.0003631723,0.001729871,0.009503441,0.0002449383,0.00006653525,0.01571042,0.000002102955,0.00001454663,0.02435523,0.9307014,0.01515393],"study_design_scores_gemma":[0.001151089,0.001015418,0.005168027,0.007050474,0.00003486304,0.00001068939,0.01733401,0.00002233835,0.000001764644,0.001936668,0.96596,0.0003146458],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1393725,0.01432623,0.0007419968,0.1066494,0.006023216,0.01785974,0.001532442,0.0005427789,0.7129517],"genre_scores_gemma":[0.02242265,0.005103676,0.0007095184,0.0005415279,0.0005058109,0.00002678048,0.001811776,0.00007590404,0.9688023],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2558507,"threshold_uncertainty_score":0.999842,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.110405189600219,"score_gpt":0.4544971920861339,"score_spread":0.3440920024859149,"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."}}