{"id":"W4283577174","doi":"10.1002/jdd.13017","title":"Practice makes perfect? Association between students’ performance measures in an advanced dental simulation course","year":2022,"lang":"en","type":"article","venue":"Journal of Dental Education","topic":"Dental Research and COVID-19","field":"Dentistry","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Clinical Practice; Class (philosophy); Dental practice; Medicine; Test (biology); Educational measurement; Psychology; Medical education; Family medicine; Curriculum; Dentistry; Computer science; 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":[0.001310349,0.0002259862,0.0001985029,0.0006036522,0.0002042197,0.0008292928,0.0003275397,0.000527454,0.001798144],"category_scores_gemma":[0.01505596,0.0001588718,0.000235315,0.0003637078,0.0002881479,0.0003447079,0.0007334481,0.0008966791,0.0005339022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002393489,"about_ca_system_score_gemma":0.0004185247,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006478424,"about_ca_topic_score_gemma":0.0008887788,"domain_scores_codex":[0.9986576,0.000271318,0.000167159,0.0001526129,0.0006120103,0.000139278],"domain_scores_gemma":[0.9845247,0.005837316,0.005308347,0.0004975673,0.00134915,0.002482992],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007137102,0.000247012,0.9911259,0.00001517422,0.0000321138,0.0000377478,0.0002953505,0.00013704,0.000564451,0.00001658328,0.00008271078,0.007374614],"study_design_scores_gemma":[0.000002162615,0.0003180752,0.9982838,0.000006391791,0.000008143865,0.0001174086,0.0003344605,0.0003900911,0.000321873,0.00001689752,0.0001961164,0.000004622558],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995369,0.00003808357,0.00009918386,0.0000262013,0.000003545717,0.000003023807,0.00001888828,0.000005085019,0.0002690775],"genre_scores_gemma":[0.9996268,0.00003413884,0.0001023202,0.000006778014,0.000003237518,0.000004214678,0.0000513097,0.000002206008,0.0001691383],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001798144,"threshold_uncertainty_score":0.006929874,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0285721567560401,"score_gpt":0.4281831368875531,"score_spread":0.399610980131513,"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."}}