{"id":"W2276489511","doi":"10.1007/s40596-016-0501-7","title":"A Randomized Controlled Trial of Team-Based Learning Versus Lectures with Break-Out Groups on Knowledge Retention","year":2016,"lang":"en","type":"article","venue":"Academic Psychiatry","topic":"Problem and Project Based Learning","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"National Institute of Mental Health","keywords":"Randomized controlled trial; Knowledge retention; Team-based learning; Medical education; Psychology; Medicine; Surgery","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004964706,0.0002272833,0.0008933021,0.0002329133,0.0004197932,0.00002100401,0.0003179963,0.0004095818,0.0001474103],"category_scores_gemma":[0.002152652,0.0001306167,0.0003861952,0.0002959678,0.0004282873,0.0001521826,0.00001793741,0.0007174591,0.00004444559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000922535,"about_ca_system_score_gemma":0.0009043611,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001123703,"about_ca_topic_score_gemma":0.0001847364,"domain_scores_codex":[0.9956008,0.002449935,0.00061087,0.0003703271,0.0005283412,0.0004396914],"domain_scores_gemma":[0.9959029,0.003022693,0.0006711623,0.0001759291,0.0001076611,0.000119674],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9795647,0.00008302146,0.0007892943,0.0000197116,0.0001523708,2.400649e-7,0.002077408,0.00003403109,0.0002343349,0.01311264,0.0008241152,0.003108159],"study_design_scores_gemma":[0.9892558,0.0009603506,0.00002530122,0.0004505542,0.0002141658,2.563722e-7,0.0003902811,0.00005340415,0.00008836552,0.002326181,0.006005509,0.0002298197],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7966384,0.002814426,0.005394459,0.01014473,0.008084605,0.007531616,0.000006031369,0.0005688882,0.1688168],"genre_scores_gemma":[0.99618,0.0002205849,0.000276637,0.000146058,0.00107966,0.0002514325,0.000003704398,0.00002705461,0.001814877],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1995416,"threshold_uncertainty_score":0.5326394,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02334151947776204,"score_gpt":0.3241093523494403,"score_spread":0.3007678328716782,"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."}}