{"id":"W3093648806","doi":"10.1007/s40037-020-00618-9","title":"Using mobile technology in assessment of entrustable professional activities in undergraduate medical education","year":2020,"lang":"en","type":"article","venue":"Perspectives on Medical Education","topic":"Innovations in Medical Education","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Formative assessment; Curriculum; Medical education; Coaching; Mobile technology; Computer science; Psychology; Medicine; Mobile device; Pedagogy","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":[0.004815311,0.0003039585,0.0001588343,0.00125358,0.0002325841,0.0009370427,0.0003330869,0.0004360211,0.0009794342],"category_scores_gemma":[0.01797966,0.0001186646,0.0002280274,0.0005363786,0.0002294559,0.0007099813,0.001007693,0.0003233872,0.0003446056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004261027,"about_ca_system_score_gemma":0.0006227048,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006696175,"about_ca_topic_score_gemma":0.002016954,"domain_scores_codex":[0.996033,0.002256785,0.0003707309,0.0002519971,0.0009208737,0.0001666],"domain_scores_gemma":[0.9903393,0.005493907,0.001383396,0.0003171238,0.002015038,0.0004512545],"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":[0.001193389,0.0009493218,0.420355,0.0005700302,0.00007153092,0.000366443,0.004558149,0.000913129,0.01257454,0.0001678181,0.001054816,0.5572259],"study_design_scores_gemma":[0.0001774217,0.01659392,0.9241048,0.0008801837,0.0002663311,0.002746374,0.006014124,0.008468786,0.02670385,0.0004562787,0.01343409,0.0001538094],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910892,0.0005385265,0.004858593,0.0001996703,0.00003342988,0.0004775501,0.0001183491,0.00009262923,0.002591988],"genre_scores_gemma":[0.9815125,0.0004183521,0.01718348,0.00007552787,0.00001873528,0.0002553557,0.00006121318,0.000008691983,0.0004660194],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004815311,"threshold_uncertainty_score":0.02546608,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01863957069211537,"score_gpt":0.4204800033136818,"score_spread":0.4018404326215664,"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."}}