{"id":"W2245191369","doi":"","title":"Internationally educated health professionals.","year":2010,"lang":"en","type":"editorial","venue":"PubMed","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Health care; Neglect; Government (linguistics); nobody; Economic shortage; Health professionals; Population; Public relations; Nursing; Economic growth; Political science; Medicine; Economics; Environmental health","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.003838733,0.00062843,0.001146123,0.0003823587,0.001305613,0.00003501371,0.001235645,0.003312513,0.001206142],"category_scores_gemma":[0.005644909,0.0005570406,0.0001831234,0.0004444002,0.0001118736,0.0001721622,0.0005456086,0.009286415,0.001410858],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001966791,"about_ca_system_score_gemma":0.008275758,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002412039,"about_ca_topic_score_gemma":0.002926606,"domain_scores_codex":[0.9912788,0.001256618,0.001952646,0.0009965755,0.002023753,0.002491654],"domain_scores_gemma":[0.9911029,0.003348833,0.001955175,0.0009549942,0.001508617,0.001129496],"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":[0.00008710709,0.0001626233,0.0004179436,0.0009848591,0.00005139347,0.000003884089,0.0005878048,1.121286e-7,1.12096e-7,0.0003978782,0.975682,0.02162434],"study_design_scores_gemma":[0.0007994874,0.00002619328,0.007179926,0.001098234,0.00002018904,5.798082e-7,0.000361701,0.000001536253,4.184972e-7,0.0006307523,0.9894675,0.0004134718],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0003555743,0.001363704,0.000004669094,0.01856986,0.9433236,0.006616591,0.000707349,0.0005049701,0.02855375],"genre_scores_gemma":[0.0005302057,0.0004648946,0.0002483773,0.00539988,0.8085458,0.01811955,0.003496742,0.0001721194,0.1630224],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.1347777,"threshold_uncertainty_score":0.9999946,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03562984546404521,"score_gpt":0.438925278292828,"score_spread":0.4032954328287828,"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."}}