{"id":"W1981364478","doi":"10.1111/acem.12032","title":"A Suggested Core Content for Education Scholarship Fellowships in Emergency Medicine","year":2012,"lang":"en","type":"article","venue":"Academic Emergency Medicine","topic":"Innovations in Medical Education","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa Skills and Simulation Centre","funders":"","keywords":"Scholarship; Medicine; Curriculum; Medical education; Session (web analytics); Core curriculum; Core competency; Faculty development; Professional development; Pedagogy; Sociology; Political science; Management","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004770161,0.0004658244,0.0008227557,0.001001399,0.0001740325,4.532432e-7,0.0004036382,0.0006350013,0.007297959],"category_scores_gemma":[0.01841824,0.0003723539,0.0001199239,0.002454405,0.0003071532,0.0004500176,0.00005262414,0.00174692,0.00009344108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004771097,"about_ca_system_score_gemma":0.0003702893,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002614699,"about_ca_topic_score_gemma":0.00002629998,"domain_scores_codex":[0.9941778,0.0001215906,0.003091768,0.0005878797,0.001015543,0.001005399],"domain_scores_gemma":[0.9967747,0.0001494407,0.0007810493,0.0006866733,0.001105247,0.0005028324],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001693604,0.0004437525,0.7090123,0.0005576116,0.00006072013,5.332095e-7,0.003694379,3.120915e-7,0.01460262,0.00794717,0.2564416,0.007069604],"study_design_scores_gemma":[0.004260378,0.0008530883,0.8107418,0.002305978,0.0005760586,0.00006911044,0.008808221,0.0001751814,0.0004325216,0.005791326,0.1654006,0.0005857474],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9151618,0.02038897,0.0005940956,0.03435636,0.01994174,0.002497757,0.000005570981,0.0001457403,0.006907926],"genre_scores_gemma":[0.9614573,0.008909611,0.0008519398,0.002537655,0.01069282,0.001000116,0.0008791874,0.0001077126,0.01356361],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1017294,"threshold_uncertainty_score":0.9998729,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.216564413601025,"score_gpt":0.4563116563031347,"score_spread":0.2397472427021097,"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."}}