{"id":"W4310567927","doi":"10.1161/strokeaha.122.039127","title":"Clinical Fellowship in a Foreign Country: Benefits, Challenges, Tips for Success","year":2022,"lang":"en","type":"article","venue":"Stroke","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women and Children’s Health Research Institute","funders":"","keywords":"Medicine; Library science; Medical education; Family medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01079486,0.0005776996,0.0004899638,0.001027593,0.005674948,0.004724435,0.001150164,0.005082199,0.02084287],"category_scores_gemma":[0.03397932,0.0002107544,0.0005067678,0.0007384314,0.00179892,0.005796918,0.005279062,0.005551201,0.005202937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001572069,"about_ca_system_score_gemma":0.01294082,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003612986,"about_ca_topic_score_gemma":0.01586345,"domain_scores_codex":[0.9950911,0.002112239,0.0002547739,0.000182902,0.001015912,0.00134309],"domain_scores_gemma":[0.9559805,0.004905844,0.001331042,0.0005163077,0.004108446,0.03315781],"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":[0.00008581112,0.0004145479,0.01082913,0.0006995226,0.00002655066,0.002215391,0.002746603,0.0002368512,0.0002329443,0.007032195,0.5886031,0.3868773],"study_design_scores_gemma":[0.0001468111,0.001047086,0.0527376,0.01412631,0.00005101621,0.01227596,0.09713718,0.001041943,0.0002690426,0.05375599,0.7671447,0.0002664184],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01297988,0.01719623,0.001142657,0.9310491,0.00842509,0.00004704801,0.00008704539,0.0001242786,0.02894867],"genre_scores_gemma":[0.6005902,0.1015075,0.02048628,0.2068092,0.02555085,0.0005681679,0.0008220323,0.0002468177,0.0434189],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02084287,"threshold_uncertainty_score":0.06972641,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1493495801557923,"score_gpt":0.4681475974187175,"score_spread":0.3187980172629252,"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."}}