{"id":"W4410318423","doi":"10.1097/01.jaa.0000000000000214","title":"The expatriate PA","year":2025,"lang":"en","type":"article","venue":"JAAPA","topic":"Nursing Roles and Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Expatriate; Business; Geography; Archaeology","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":[],"consensus_categories":[],"category_scores_codex":[0.000615982,0.0000430097,0.00006282055,0.00001832014,0.001265229,0.00001526258,0.0001216296,0.00005914486,0.0002510344],"category_scores_gemma":[0.0002283467,0.00002501267,0.00002323428,0.0001104559,0.0000202604,0.00004792247,0.00004139175,0.0003039015,0.0005381522],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002855007,"about_ca_system_score_gemma":0.000105945,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001175308,"about_ca_topic_score_gemma":0.0001093945,"domain_scores_codex":[0.999229,0.0002640371,0.0001528807,0.00008164108,0.0000649779,0.00020752],"domain_scores_gemma":[0.9983479,0.001299844,0.0000721316,0.0002167905,0.00003955974,0.00002372719],"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":[0.000141593,0.00002222608,0.0128035,0.00005498286,0.00002871484,0.000001547758,0.002079783,0.000001027888,0.0001515532,0.04405854,0.755016,0.1856405],"study_design_scores_gemma":[0.0001989049,0.000009042312,0.00923377,0.00006517149,0.00001109232,7.680909e-8,0.002296413,0.00002463607,0.00001700673,0.004866961,0.9832491,0.00002777648],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07277997,0.002801108,0.0002237332,0.1099039,0.008605905,0.0005050267,0.000004480139,0.0001297629,0.8050461],"genre_scores_gemma":[0.5385456,0.0006117402,0.0003378157,0.007286604,0.0007530741,0.00009855076,0.00000333706,0.00001433151,0.452349],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.4657656,"threshold_uncertainty_score":0.9731244,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03594797860804597,"score_gpt":0.4800936885268772,"score_spread":0.4441457099188312,"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."}}