{"id":"W2090271305","doi":"10.3109/0142159x.2011.586747","title":"Both preparing to teach and teaching positively impact learning outcomes for peer teachers","year":2011,"lang":"en","type":"article","venue":"Medical Teacher","topic":"Innovations in Medical Education","field":"Medicine","cited_by":75,"is_retracted":false,"has_abstract":true,"ca_institutions":"Providence Health Care; University of British Columbia; Natural Sciences and Engineering Research Council of Canada; Foothills Medical Centre; University of Calgary","funders":"Academy of Medical Royal Colleges","keywords":"Medicine; Teaching method; Medical education; Psychology; Mathematics education","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":[0.002332692,0.000316506,0.0003816769,0.000303624,0.0004184992,0.00100893,0.0004743008,0.0004994991,0.004666028],"category_scores_gemma":[0.01573661,0.0001335254,0.0004092196,0.0001322673,0.0004807668,0.0004078814,0.001156833,0.000712591,0.0005677952],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004041945,"about_ca_system_score_gemma":0.001190824,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004597744,"about_ca_topic_score_gemma":0.001064786,"domain_scores_codex":[0.997667,0.0009371362,0.000127067,0.0002875321,0.0007251175,0.0002562806],"domain_scores_gemma":[0.9831153,0.006440034,0.003964475,0.0007294146,0.0009964739,0.004754206],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004460587,0.01938067,0.5913399,0.0006968643,0.0003096144,0.0006357154,0.003765991,0.0007214093,0.02780393,0.0002740828,0.001484205,0.3491269],"study_design_scores_gemma":[0.0002141142,0.01307297,0.9717649,0.0001655977,0.0002213882,0.000447884,0.00218109,0.000455171,0.008720906,0.0003483759,0.002377695,0.00002996229],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984697,0.0001760368,0.0002535102,0.00007830017,0.00001441238,0.00006245379,0.00001585767,0.00001528078,0.0009144262],"genre_scores_gemma":[0.9979746,0.0001486612,0.001009713,0.00003315618,0.00002054748,0.0000887065,0.00003992897,0.000008269108,0.0006764105],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004666028,"threshold_uncertainty_score":0.01560944,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03388795336328742,"score_gpt":0.386604385886308,"score_spread":0.3527164325230205,"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."}}