{"id":"W2888253039","doi":"10.36834/cmej.42236","title":"Does testing enhance learning in continuing medical education?","year":2018,"lang":"en","type":"article","venue":"Canadian Medical Education Journal","topic":"Innovations in Medical Education","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of Ottawa","funders":"McMaster University","keywords":"Test (biology); Continuing medical education; Medicine; Null hypothesis; Multiple choice; Medical education; Psychology; Family medicine; Continuing education; Internal medicine; Significant difference; Mathematics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.007288357,0.0002152308,0.0003067887,0.000278598,0.0002442284,0.0009870812,0.0006076753,0.0008355723,0.005642486],"category_scores_gemma":[0.04905377,0.0001088311,0.0003798259,0.0003245256,0.001064212,0.001101457,0.0006581026,0.0006107463,0.0004333317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005546728,"about_ca_system_score_gemma":0.001038039,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005447577,"about_ca_topic_score_gemma":0.0007114351,"domain_scores_codex":[0.9944089,0.003885061,0.0001731445,0.0002159136,0.001070724,0.0002462777],"domain_scores_gemma":[0.9345838,0.05656914,0.003944522,0.001133597,0.001190021,0.002578954],"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":[0.006306545,0.008327102,0.1262396,0.001982769,0.0002270821,0.0002661858,0.002457848,0.0004531541,0.003102845,0.001951335,0.002590064,0.8460954],"study_design_scores_gemma":[0.003096641,0.05537912,0.8765366,0.003087266,0.00093435,0.001589157,0.003640129,0.003898575,0.01253614,0.01337919,0.02583,0.00009280222],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9737161,0.003491248,0.00137246,0.006840234,0.0001992771,0.0001555014,0.00003068752,0.00004736108,0.01414716],"genre_scores_gemma":[0.9959939,0.001220663,0.001541567,0.0005358172,0.0001208655,0.00006973696,0.00001761984,0.000006066313,0.000493826],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007288357,"threshold_uncertainty_score":0.03854495,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008249823489668455,"score_gpt":0.3387286786094221,"score_spread":0.3304788551197537,"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."}}