{"id":"W2114187598","doi":"10.1111/medu.12150","title":"Beyond individualism: professional culture and its influence on feedback","year":2013,"lang":"en","type":"article","venue":"Medical Education","topic":"Innovations in Medical Education","field":"Medicine","cited_by":172,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Western University","funders":"","keywords":"Credibility; Context (archaeology); Psychology; Professional development; Professional learning community; Focus group; Pedagogy; Medical education; Sociology; Medicine; Epistemology; Biology","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":[0.02198635,0.0002655048,0.0004136843,0.001364728,0.003346875,0.0060793,0.0007947785,0.001142716,0.00241586],"category_scores_gemma":[0.07086752,0.0002029509,0.0003620572,0.000980948,0.01128877,0.003354078,0.006080481,0.001670439,0.0002646339],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002875198,"about_ca_system_score_gemma":0.004693037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003586261,"about_ca_topic_score_gemma":0.003025505,"domain_scores_codex":[0.9595294,0.02929611,0.001620273,0.001845063,0.006293358,0.001415852],"domain_scores_gemma":[0.8828002,0.08318961,0.01141885,0.005588769,0.01143169,0.005570931],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004092316,0.0002372968,0.1663322,0.001288013,0.0002417582,0.0008418882,0.6186387,0.0007139668,0.005028067,0.02455536,0.001913342,0.1798002],"study_design_scores_gemma":[0.00009198221,0.000880051,0.2306055,0.003203636,0.0002862593,0.003145461,0.6085048,0.002882953,0.009040762,0.06687648,0.07413427,0.0003478177],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9241881,0.002997368,0.01879597,0.009182425,0.0002636125,0.00009728453,0.00005679467,0.00008307912,0.04433537],"genre_scores_gemma":[0.9977933,0.0002654807,0.001060257,0.0004027812,0.00002487091,0.00002112911,0.00000575837,0.00001888176,0.0004075202],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02198635,"threshold_uncertainty_score":0.1162763,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008474843852540782,"score_gpt":0.3406736966677343,"score_spread":0.3321988528151935,"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."}}