{"id":"W1923708880","doi":"10.1111/j.1365-2923.2010.03865.x","title":"Medical and health care professional education in the 21st century: institutional, national and global perspectives","year":2010,"lang":"en","type":"letter","venue":"Medical Education","topic":"Innovations in Medical Education","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Professional development; Health care; Medical education; MEDLINE; Medicine; Nursing; Political science; Family medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02275791,0.0009907566,0.00156129,0.004772264,0.01082764,0.03128899,0.003424464,0.02498617,0.007045641],"category_scores_gemma":[0.02245486,0.0006432518,0.0009902422,0.0054836,0.04926408,0.03675045,0.02187884,0.03633751,0.001051276],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0150713,"about_ca_system_score_gemma":0.01866023,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00638348,"about_ca_topic_score_gemma":0.01321962,"domain_scores_codex":[0.9810081,0.01041852,0.0008415412,0.001248309,0.003215805,0.003267759],"domain_scores_gemma":[0.9614274,0.02637134,0.002337306,0.001165532,0.002577204,0.006121201],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004405366,0.0001045502,0.001396036,0.001493446,0.00004342286,0.0004247741,0.03396586,0.000263177,0.0001606356,0.7100054,0.2038234,0.04827523],"study_design_scores_gemma":[0.00001543315,0.00005606631,0.001832434,0.004165621,0.00002408617,0.0004501957,0.05534299,0.0001907902,0.0000829564,0.184708,0.7530683,0.00006315493],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001026963,0.0884037,0.0002981432,0.8904111,0.008067364,0.000003878381,0.00001263071,0.000009597601,0.01176668],"genre_scores_gemma":[0.1606814,0.2194555,0.001377556,0.5482623,0.06461534,0.00009263928,0.00005750326,0.00008469943,0.005373075],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03128899,"threshold_uncertainty_score":0.1203568,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0124839651775127,"score_gpt":0.4002626422230756,"score_spread":0.3877786770455628,"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."}}