{"id":"W2804955271","doi":"10.21815/jde.018.063","title":"Designing and Implementing a Competency‐Based Formative Progress Assessment System at a Canadian Dental School","year":2018,"lang":"en","type":"article","venue":"Journal of Dental Education","topic":"Innovations in Medical Education","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Christian Studies; University of Toronto; University of British Columbia","funders":"","keywords":"Formative assessment; Test (biology); Curriculum; Medical education; Cognition; Class (philosophy); Multiple choice; Psychology; Medicine; Mathematics education; Computer science; Pedagogy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01413879,0.001011934,0.0005354658,0.003591571,0.005148132,0.00267329,0.003502738,0.0008866565,0.002573415],"category_scores_gemma":[0.02286909,0.0008483794,0.0006842548,0.001768493,0.00129753,0.001773936,0.002192914,0.001030801,0.001021295],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02933772,"about_ca_system_score_gemma":0.1045061,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.8630663,"about_ca_topic_score_gemma":0.9077221,"domain_scores_codex":[0.9898959,0.002115994,0.000609732,0.001072072,0.004414945,0.001891295],"domain_scores_gemma":[0.9717162,0.001719693,0.0009936579,0.00087625,0.02040308,0.004291184],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007091084,0.004330587,0.1743921,0.0005700943,0.0000745398,0.0008837392,0.01943863,0.009146131,0.02539148,0.001545861,0.01315762,0.7503601],"study_design_scores_gemma":[0.0008348012,0.01221826,0.6705157,0.0007945035,0.0004438675,0.0007461226,0.0393065,0.05429106,0.07339922,0.001063307,0.1450745,0.001312233],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9191658,0.0003124402,0.04351009,0.002189664,0.0002120746,0.01082549,0.00120505,0.004594937,0.0179844],"genre_scores_gemma":[0.6694511,0.0005322159,0.3092414,0.0003478252,0.00004214097,0.002156525,0.001460462,0.0002688387,0.01649944],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9706623,"threshold_uncertainty_score":0.2754803,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01183062439496609,"score_gpt":0.3609021833083838,"score_spread":0.3490715589134177,"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."}}