{"id":"W4386506139","doi":"10.1007/s40670-023-01881-1","title":"Medical Students as Educators: Addressing Teaching Skills Through a Pre-clerkship Development Group","year":2023,"lang":"en","type":"article","venue":"Medical Science Educator","topic":"Innovations in Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Medical education; Set (abstract data type); Small group learning; Psychology; Medicine; Computer science","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":[0.007802731,0.0004916237,0.0003624429,0.001322244,0.004859193,0.003522598,0.002666329,0.001740975,0.01429402],"category_scores_gemma":[0.01816455,0.0005179886,0.0004729739,0.0003701831,0.0008468024,0.002232728,0.009320468,0.003784675,0.002684485],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002416121,"about_ca_system_score_gemma":0.02725158,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001619366,"about_ca_topic_score_gemma":0.00863001,"domain_scores_codex":[0.9958911,0.00169702,0.000187086,0.0003458727,0.0008182945,0.001060524],"domain_scores_gemma":[0.9581996,0.003597572,0.00166901,0.0009420143,0.003736825,0.03185506],"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":[0.0005748747,0.0394376,0.0813732,0.0004740137,0.00004618973,0.001248623,0.02435836,0.0003119352,0.005029098,0.002465841,0.05494431,0.789736],"study_design_scores_gemma":[0.001938766,0.02917182,0.3997973,0.002327397,0.0003669034,0.00390021,0.1485923,0.003214678,0.01965426,0.008592356,0.3820806,0.0003633607],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8894596,0.0009438085,0.008221292,0.04090397,0.002602611,0.003528106,0.0001166008,0.0007462139,0.05347778],"genre_scores_gemma":[0.9170312,0.000925354,0.03025636,0.007480102,0.0005976122,0.001773984,0.0001850183,0.0001055059,0.04164479],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01429402,"threshold_uncertainty_score":0.0478183,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03599985690712505,"score_gpt":0.4586563730105142,"score_spread":0.4226565161033891,"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."}}