{"id":"W2098630132","doi":"10.1080/01421590802061134","title":"Models of medical education in Australia, Europe and North America","year":2008,"lang":"en","type":"article","venue":"Medical Teacher","topic":"Innovations in Medical Education","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Accreditation; Curriculum; Medical education; Process (computing); Medical knowledge; Psychology; Medicine; Engineering ethics; Pedagogy; Computer science; Engineering","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":[0.002897165,0.0001537625,0.0001332075,0.00127959,0.002321698,0.003178616,0.0007101724,0.0009684737,0.007577445],"category_scores_gemma":[0.003754447,0.0001630245,0.000302001,0.001220614,0.002411604,0.001909322,0.003525323,0.001269095,0.000688762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01469936,"about_ca_system_score_gemma":0.01484046,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05985117,"about_ca_topic_score_gemma":0.08327762,"domain_scores_codex":[0.9981332,0.0008480996,0.00006844039,0.0001319595,0.0003965404,0.0004216761],"domain_scores_gemma":[0.9980597,0.0003601757,0.0001749322,0.0001199723,0.0004211026,0.0008641387],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003238638,0.000979354,0.05467909,0.0004550156,0.00005605013,0.001916094,0.08335704,0.004009005,0.001126351,0.6050614,0.03149622,0.2165406],"study_design_scores_gemma":[0.0002030704,0.0007047424,0.1747444,0.00160648,0.00006392023,0.002535416,0.0607924,0.01083058,0.0006267924,0.05432091,0.6934739,0.00009740239],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3976559,0.006388962,0.005450523,0.02242747,0.0004222592,0.0004170332,0.00008046828,0.0001612171,0.5669962],"genre_scores_gemma":[0.9493759,0.001680715,0.003254229,0.001999973,0.00003147248,0.0001706403,0.00005246192,0.00002372727,0.04341072],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05985117,"threshold_uncertainty_score":0.1190056,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05540798678791877,"score_gpt":0.3686590056221384,"score_spread":0.3132510188342197,"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."}}