{"id":"W1981262522","doi":"10.3109/01421590903193539","title":"Effect of using an audience response system on learning environment, motivation and long-term retention, during case-discussions in a large group of undergraduate veterinary clinical pharmacology students","year":2009,"lang":"en","type":"article","venue":"Medical Teacher","topic":"Innovative Teaching Methods","field":"Social Sciences","cited_by":64,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Cegep de Saint Hyacinthe","funders":"","keywords":"Focus group; Medical education; Audience response; Psychology; Student engagement; Knowledge retention; Active learning (machine learning); Learning environment; Observational study; Medicine; Pedagogy; Internal medicine; Computer science; Sociology","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":[0.01116424,0.0004825023,0.0006148111,0.0005368489,0.0007588551,0.0008313274,0.0005584504,0.0007580763,0.002305349],"category_scores_gemma":[0.03237071,0.000357483,0.0004279385,0.0002283594,0.0006019326,0.0007026031,0.001459762,0.0006438592,0.0003448636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003624764,"about_ca_system_score_gemma":0.0007548145,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003439624,"about_ca_topic_score_gemma":0.0005783133,"domain_scores_codex":[0.9926255,0.005079976,0.0004461345,0.0005393687,0.0008665799,0.0004424918],"domain_scores_gemma":[0.9654766,0.02403646,0.00423238,0.00134034,0.001679968,0.003234253],"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":[0.0274014,0.06952406,0.3802106,0.001412559,0.0003991072,0.0009103866,0.0552513,0.001120559,0.04968811,0.0001149974,0.0008337371,0.4131331],"study_design_scores_gemma":[0.002983701,0.2451141,0.7124957,0.0002671358,0.0004453637,0.0007364905,0.01491178,0.002455687,0.01746674,0.0001561854,0.00278598,0.0001810307],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995425,0.00001911453,0.0001691479,0.00001504271,0.000003787723,0.00008781647,0.000004730533,0.000008958911,0.0001489325],"genre_scores_gemma":[0.997283,0.00005181266,0.001935386,0.00003096931,0.00001745138,0.0003227968,0.00002917605,0.00000425721,0.0003251908],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01116424,"threshold_uncertainty_score":0.05904287,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08891284772119298,"score_gpt":0.478700707447781,"score_spread":0.389787859726588,"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."}}