{"id":"W2006766391","doi":"10.1503/cmaj.114-0064","title":"Perspectives on studying abroad","year":2014,"lang":"en","type":"letter","venue":"Canadian Medical Association Journal","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Demographics; Study abroad; Population; Data science; Medicine; Computer science; Political science; Demography; Environmental health; Sociology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005208533,0.0006254707,0.0008069816,0.00102235,0.02044838,0.006040332,0.0026591,0.02184145,0.0166556],"category_scores_gemma":[0.009868909,0.0003554407,0.0008147912,0.001584943,0.009020343,0.006903988,0.004658142,0.03308006,0.003185062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01593647,"about_ca_system_score_gemma":0.02901858,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1844043,"about_ca_topic_score_gemma":0.3647862,"domain_scores_codex":[0.9946951,0.001173185,0.000213286,0.0004592874,0.001511713,0.001947344],"domain_scores_gemma":[0.986322,0.003112967,0.0005621214,0.0001944779,0.002478958,0.007329477],"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":[0.00002072488,0.00004613085,0.002206629,0.0001515054,0.000009266335,0.003785137,0.006478345,0.00004223044,0.0001718524,0.0116887,0.9574229,0.01797658],"study_design_scores_gemma":[0.00001876445,0.0000604063,0.002396941,0.001466742,0.00001510821,0.004608697,0.03634762,0.0000570196,0.00005335383,0.006134059,0.9487779,0.00006340295],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001308384,0.004166839,0.00004023054,0.9758295,0.008616407,0.00000364383,0.00002485117,0.000008599462,0.0100015],"genre_scores_gemma":[0.01699786,0.008166539,0.00009515528,0.9561687,0.01204778,0.00001031135,0.00002748282,0.00002134831,0.006464866],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1844043,"threshold_uncertainty_score":0.366662,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03284159505696933,"score_gpt":0.3982603194094842,"score_spread":0.3654187243525149,"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."}}