{"id":"W3201857104","doi":"10.22159/ijms.2021.v9i5.41064","title":"TEAM-BASED LEARNING VS LECTURE-BASED LEARNING IN MEDICAL EDUCATION","year":2021,"lang":"en","type":"article","venue":"Innovare Journal of Medical Sciences","topic":"Problem and Project Based Learning","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Defence Medical Centre","funders":"","keywords":"Team-based learning; Small group learning; Medical education; Medicine; Psychology","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":[0.002888836,0.0001854864,0.0004345203,0.000592123,0.000240653,0.0007310326,0.0004502452,0.0004848371,0.004369145],"category_scores_gemma":[0.007902917,0.00008435162,0.0004044402,0.0004239581,0.0003454145,0.0006695061,0.0007056126,0.0004665834,0.0003465371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004846857,"about_ca_system_score_gemma":0.0006552081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003021046,"about_ca_topic_score_gemma":0.0004783652,"domain_scores_codex":[0.9965472,0.002092239,0.000157398,0.0002289261,0.00077929,0.0001949874],"domain_scores_gemma":[0.9934651,0.004228942,0.0007554117,0.0001185727,0.0003059407,0.001125936],"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":[0.02893034,0.03855434,0.1036757,0.003509414,0.0004926978,0.0002756807,0.003937727,0.001430867,0.003915435,0.001756823,0.001067041,0.8124539],"study_design_scores_gemma":[0.01426909,0.4402408,0.5049616,0.002484557,0.000971315,0.001041963,0.009978288,0.006037952,0.006689264,0.003102528,0.01010508,0.0001175831],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949912,0.001594982,0.0007887321,0.000189131,0.00009360893,0.0003275303,0.00002207315,0.000009357265,0.001983324],"genre_scores_gemma":[0.9962354,0.0006921544,0.001781875,0.00009241963,0.00008129283,0.0003921419,0.00002580505,0.000002431916,0.0006964022],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004369145,"threshold_uncertainty_score":0.01527786,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.028146597753825,"score_gpt":0.3769473152623302,"score_spread":0.3488007175085052,"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."}}