{"id":"W4361765491","doi":"10.17496/kmer.2018.20.3.128","title":"Overseas Residency Training Systems and Implications for Korea","year":2018,"lang":"en","type":"article","venue":"Korean Medical Education Review","topic":"Innovations in Medical Education","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Milestone; Medical education; Curriculum; Training (meteorology); Core competency; Residency training; Medicine; Training system; Family medicine; Psychology; Political science; Continuing education; Business; Pedagogy","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":[0.002454265,0.0003077571,0.0002231611,0.001026852,0.0003738508,0.001885747,0.0008521582,0.00075115,0.006042838],"category_scores_gemma":[0.002693718,0.0001209308,0.0003846792,0.002465525,0.0004913508,0.001636387,0.0009329111,0.0007046457,0.0004890022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002291437,"about_ca_system_score_gemma":0.005975227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003947671,"about_ca_topic_score_gemma":0.007608101,"domain_scores_codex":[0.9992706,0.0002196721,0.0001302534,0.0000957825,0.0001189521,0.0001647434],"domain_scores_gemma":[0.9979703,0.0004085875,0.0005802576,0.0000511357,0.0006975141,0.0002922628],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001547152,0.0002315565,0.008230723,0.01443561,0.0001102,0.0007652758,0.0008034134,0.0006212846,0.000848093,0.02410441,0.02288469,0.92681],"study_design_scores_gemma":[0.0001042128,0.0006317378,0.05470724,0.01483849,0.0003182738,0.003663913,0.004893766,0.0003236726,0.001168428,0.003525994,0.9157682,0.00005598431],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.03272482,0.9249466,0.0004674015,0.02404985,0.001025974,0.0000692891,0.0001969166,0.00002122683,0.01649794],"genre_scores_gemma":[0.2371681,0.7480249,0.001435649,0.00784919,0.0004529972,0.00008899031,0.0002420819,0.0000132893,0.004724758],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006042838,"threshold_uncertainty_score":0.02021533,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05667423623416289,"score_gpt":0.4237333903997635,"score_spread":0.3670591541656006,"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."}}