{"id":"W4386325907","doi":"10.7759/cureus.44443","title":"The Utility of the Mini-Clinical Evaluation Exercise (Mini-CEX) in the Emergency Department: A Systematic Review and Meta-Analysis Evaluating the Readability, Feasibility, and Acceptability of Mini-CEX Utilization","year":2023,"lang":"en","type":"review","venue":"Cureus","topic":"Innovations in Medical Education","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Emergency department; Readability; Scopus; Meta-analysis; Observational study; MEDLINE; Family medicine; Physical therapy; Internal 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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.07249212,0.0005527834,0.005260944,0.0001555156,0.0003666207,0.00004269532,0.001119051,0.0003959757,0.000627405],"category_scores_gemma":[0.06949078,0.000217863,0.001899322,0.004475067,0.001031968,0.00011187,0.0004300004,0.0008550906,0.000003851678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002252834,"about_ca_system_score_gemma":0.001023449,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001082878,"about_ca_topic_score_gemma":0.0004619936,"domain_scores_codex":[0.9784726,0.01146843,0.006299586,0.001017534,0.002388649,0.0003531945],"domain_scores_gemma":[0.9819459,0.006268112,0.004314843,0.005320887,0.002062641,0.00008766164],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0000398611,0.001206571,0.004085542,0.7666756,0.02183105,4.972624e-7,0.001713389,6.595596e-7,7.068118e-8,0.0001563407,0.001683944,0.2026065],"study_design_scores_gemma":[0.0003331192,0.0001916178,0.0224694,0.01494101,0.9544221,0.0000148576,0.001595633,0.001847294,5.016896e-7,0.001479904,0.002417859,0.0002867081],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004211082,0.9725363,0.00001201709,0.001952861,0.0003338526,0.02066504,0.00009831775,0.00001793818,0.0001726314],"genre_scores_gemma":[0.02436377,0.9714264,0.0001340629,0.0001502465,0.00006072489,0.003527191,0.0002057446,0.00003628686,0.0000956168],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.932591,"threshold_uncertainty_score":0.9550645,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5419437542801034,"score_gpt":0.571254398308403,"score_spread":0.02931064402829953,"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."}}