{"id":"W4317035450","doi":"10.53350/pjmhs20221611620","title":"Effectiveness of Small Group Discussion Sessions in Teaching Biochemistry for Undergraduate Medical Students","year":2022,"lang":"en","type":"article","venue":"","topic":"Problem and Project Based Learning","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Abbott (Canada)","funders":"","keywords":"Medical education; Curriculum; Small group learning; Likert scale; Psychology; Medicine; 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":[0.008212858,0.0004669645,0.000580933,0.0006591295,0.0007579604,0.0008499038,0.0006926453,0.0006654771,0.004241964],"category_scores_gemma":[0.02910845,0.0002291066,0.000644175,0.0002736259,0.0003677801,0.0008401865,0.001031664,0.0007430745,0.0004586807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000339729,"about_ca_system_score_gemma":0.000752589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002107727,"about_ca_topic_score_gemma":0.0003954214,"domain_scores_codex":[0.9939468,0.004163933,0.0003079357,0.000381779,0.0009139918,0.0002854555],"domain_scores_gemma":[0.9713005,0.02106723,0.003148493,0.0007962714,0.001134081,0.002553381],"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":[0.01472587,0.04757378,0.07955401,0.004302161,0.0004236178,0.0006983398,0.03247996,0.001625861,0.02333701,0.0003288886,0.002634204,0.7923163],"study_design_scores_gemma":[0.003836761,0.2080083,0.6903558,0.002966417,0.001592832,0.001451373,0.03015452,0.00483074,0.03331788,0.001431631,0.0217347,0.0003190842],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950433,0.0005960527,0.0006943867,0.0003280967,0.00006582003,0.0004563292,0.00003303994,0.00004766462,0.002735329],"genre_scores_gemma":[0.9943012,0.0005761192,0.00327652,0.0001179431,0.000117131,0.0004320864,0.00004863345,0.00000997117,0.001120465],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008212858,"threshold_uncertainty_score":0.04343432,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01679580642052333,"score_gpt":0.3568246580354321,"score_spread":0.3400288516149087,"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."}}