{"id":"W1668902705","doi":"","title":"Shut out at home, Canadians flocking to Ireland's medical schools - and to an uncertain future","year":2000,"lang":"en","type":"article","venue":"Europe PMC (PubMed Central)","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Flocking (texture); Safe haven; Haven; Medicine; Genealogy; History; Visual arts; Economics; Art; Mathematics","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001048307,0.0003854934,0.0004962641,0.0001446272,0.001080834,0.00005025827,0.0005936982,0.0003623809,0.005793842],"category_scores_gemma":[0.0005282931,0.0003418407,0.00004604899,0.0006482117,0.0000494895,0.0001781026,0.0002132591,0.001103185,0.002982774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001089898,"about_ca_system_score_gemma":0.0007855227,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.007185602,"about_ca_topic_score_gemma":0.07016071,"domain_scores_codex":[0.993441,0.0008855299,0.0007569309,0.0008282342,0.0007836731,0.003304559],"domain_scores_gemma":[0.9921112,0.0001485471,0.00009306107,0.0006773685,0.0001282671,0.00684154],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006200229,0.00009732863,0.3755446,0.0002271343,0.00004546987,0.0006241188,0.06885528,0.0001632651,0.00001811929,0.0005533225,0.368038,0.1852134],"study_design_scores_gemma":[0.0007018324,0.0001004923,0.185478,0.0004153358,0.00001559155,0.00001436675,0.001826064,0.00003353325,0.00000448792,0.00002168583,0.8110485,0.000340121],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.938736,0.0006957207,0.00001141183,0.0403705,0.00227712,0.002174376,0.000117261,0.0002721131,0.01534556],"genre_scores_gemma":[0.8906277,0.001484048,0.0008191034,0.04924098,0.005278098,0.00047078,0.0001109618,0.0001878994,0.05178041],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4430105,"threshold_uncertainty_score":0.9999034,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02580358479693042,"score_gpt":0.3363782674171329,"score_spread":0.3105746826202025,"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."}}