{"id":"W2169364194","doi":"10.3109/0142159x.2013.773395","title":"The role of ePortfolios in supporting continuing professional development in practice","year":2013,"lang":"en","type":"article","venue":"Medical Teacher","topic":"Innovations in Medical Education","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal College of Physicians and Surgeons of Canada","funders":"","keywords":"Lifelong learning; Medical education; Continuing professional development; Interoperability; Continuing medical education; Set (abstract data type); Professional development; Continuing education; Medicine; Knowledge management; Psychology; Computer science; Pedagogy; World Wide Web","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01742318,0.0004150874,0.0002887928,0.001579936,0.001570873,0.005289509,0.002116078,0.001485323,0.009526741],"category_scores_gemma":[0.06014371,0.0004744987,0.0003331095,0.0008773266,0.002552588,0.005327915,0.006370789,0.00175685,0.003533995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002377513,"about_ca_system_score_gemma":0.008331739,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004257687,"about_ca_topic_score_gemma":0.004850836,"domain_scores_codex":[0.9870327,0.005090537,0.0008502615,0.0009643761,0.005264971,0.0007972681],"domain_scores_gemma":[0.9277069,0.03437442,0.004138296,0.01109219,0.01487586,0.007812304],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001782027,0.0003461759,0.003843873,0.0004828665,0.00001844688,0.0004494977,0.008971297,0.001118883,0.005001178,0.01617014,0.03616874,0.9272507],"study_design_scores_gemma":[0.0001474498,0.0005930432,0.006098963,0.001013604,0.00003100665,0.001614013,0.00297848,0.007433719,0.009360908,0.01820987,0.9523672,0.0001516347],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1035881,0.003486878,0.6582977,0.02981215,0.002115516,0.001832427,0.0005439303,0.02263665,0.1776866],"genre_scores_gemma":[0.2922466,0.001999937,0.6385322,0.003392341,0.000691512,0.001067556,0.0005965292,0.001647135,0.05982623],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01742318,"threshold_uncertainty_score":0.09214371,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009691609225077936,"score_gpt":0.352513982585333,"score_spread":0.342822373360255,"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."}}