{"id":"W4403685915","doi":"10.1007/s00134-024-07684-1","title":"Beyond borders: the impact of international fellowships on professional and personal development","year":2024,"lang":"en","type":"editorial","venue":"Intensive Care Medicine","topic":"Innovations in Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Pain medicine; Medicine; Anesthesiology; Professional development; Medical education; Family medicine; Nursing; Anesthesia","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":[0.0171934,0.003663023,0.004957595,0.004136118,0.005981756,0.01373735,0.005966646,0.04511382,0.01116048],"category_scores_gemma":[0.05823352,0.001397399,0.004151348,0.00287283,0.005486651,0.008048523,0.003421358,0.04493475,0.004282822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006964828,"about_ca_system_score_gemma":0.008587807,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006903273,"about_ca_topic_score_gemma":0.02326966,"domain_scores_codex":[0.9900357,0.002658619,0.001267478,0.000963813,0.004215107,0.0008593297],"domain_scores_gemma":[0.9226389,0.05272578,0.002375667,0.00119153,0.01397501,0.007093228],"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":[0.00003532465,0.0000137622,0.00002550836,0.0003534717,0.00003037724,0.0001011193,0.00003428847,0.0000198294,0.00001788916,0.0006641111,0.9943071,0.004397369],"study_design_scores_gemma":[0.0001172526,0.00003649082,0.0004955409,0.002024948,0.0001804182,0.0002145558,0.0002291962,0.0001329108,0.00006301382,0.002789113,0.9936695,0.00004712703],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00002321636,0.01125887,0.00003902474,0.06626297,0.9216018,0.00000771967,0.0000182361,0.00001272405,0.0007753765],"genre_scores_gemma":[0.0004147644,0.007686444,0.00004835229,0.03296776,0.9562824,0.00001442581,0.000008652404,0.00001404645,0.00256305],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.04511382,"threshold_uncertainty_score":0.09092844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01694243054164174,"score_gpt":0.3913386131946563,"score_spread":0.3743961826530146,"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."}}