{"id":"W1977441038","doi":"10.1097/00001888-200105000-00127","title":"Using Student Focus Groups to Improve Faculty Performance","year":2001,"lang":"en","type":"article","venue":"Academic Medicine","topic":"Innovations in Medical Education","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Focus group; Curriculum; Medical education; Session (web analytics); Small group learning; TUTOR; Plan (archaeology); Relevance (law); Psychology; Mathematics education; Pedagogy; 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":[0.06560922,0.001689776,0.0006565574,0.002990603,0.002924733,0.002164536,0.003268846,0.001723949,0.009322815],"category_scores_gemma":[0.1091315,0.0005542461,0.0006891473,0.001253681,0.001265526,0.004452132,0.005971099,0.00132488,0.001823679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002184703,"about_ca_system_score_gemma":0.002972241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005666842,"about_ca_topic_score_gemma":0.0008495888,"domain_scores_codex":[0.9394917,0.04917392,0.002096071,0.002038988,0.005520587,0.001678652],"domain_scores_gemma":[0.8868822,0.079523,0.009468902,0.005966625,0.01415479,0.004004416],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.001160409,0.003158607,0.02096648,0.002286,0.0001415516,0.0006594765,0.08664767,0.001902896,0.01379301,0.001996063,0.0212534,0.8460345],"study_design_scores_gemma":[0.004051173,0.04411155,0.1885184,0.008111355,0.001014343,0.003514582,0.1608002,0.02277414,0.1571783,0.02821418,0.3809211,0.0007905037],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6084878,0.002273422,0.3365241,0.01160967,0.001603595,0.00743775,0.0003445737,0.004887705,0.02683128],"genre_scores_gemma":[0.7652224,0.001089726,0.214613,0.002313874,0.0006396275,0.008860562,0.0003562606,0.0004306365,0.006473925],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06560922,"threshold_uncertainty_score":0.3469788,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0768553316966941,"score_gpt":0.4373187824284713,"score_spread":0.3604634507317772,"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."}}