{"id":"W4283730835","doi":"10.1080/0142159x.2022.2083489","title":"Technology enhanced assessment: Ottawa consensus statement and recommendations","year":2022,"lang":"en","type":"article","venue":"Medical Teacher","topic":"Student Assessment and Feedback","field":"Social Sciences","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute for Health and Care Research","keywords":"Coronavirus disease 2019 (COVID-19); Medical education; Engineering ethics; Health technology; Computer science; Knowledge management; Health care; Engineering management; Political science; Medicine; Engineering","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.3568218,0.003318391,0.006523284,0.01783747,0.008755455,0.01719129,0.02181716,0.02806084,0.008975931],"category_scores_gemma":[0.4503867,0.00302862,0.01083648,0.01118136,0.01256368,0.01777324,0.01749306,0.03349314,0.00576289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05116098,"about_ca_system_score_gemma":0.2314211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1033715,"about_ca_topic_score_gemma":0.09704115,"domain_scores_codex":[0.6325645,0.1611328,0.09713395,0.01194104,0.08457608,0.01265159],"domain_scores_gemma":[0.3368341,0.2304919,0.03828903,0.01458035,0.3548294,0.02497521],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0004032737,0.0003867687,0.004394929,0.0514947,0.0009564222,0.0006434101,0.006751465,0.001857052,0.0005571279,0.0289347,0.6151258,0.2884943],"study_design_scores_gemma":[0.000349766,0.0002798526,0.006153807,0.2259488,0.001168457,0.0005721893,0.008172601,0.001513063,0.001067617,0.03573048,0.7184633,0.0005801921],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.00088547,0.06835527,0.01336976,0.8781701,0.02292404,0.003999053,0.001706175,0.0002615283,0.01032851],"genre_scores_gemma":[0.06385981,0.2119882,0.2708918,0.3823064,0.01186564,0.03258183,0.00818905,0.0006050214,0.01771233],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.3568218,"threshold_uncertainty_score":0.7931532,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02704310899645464,"score_gpt":0.3946262649641411,"score_spread":0.3675831559676865,"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."}}