{"id":"W2991382031","doi":"10.15694/mep.2019.000219.1","title":"The role of video-assisted feedback sessions in resident teaching: A pre-post intervention","year":2019,"lang":"en","type":"article","venue":"MedEdPublish","topic":"Reflective Practices in Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Video feedback; Session (web analytics); Wilcoxon signed-rank test; Intervention (counseling); Psychology; Medical education; Coding (social sciences); Perception; Test (biology); Medicine; Multimedia; Nursing; Computer science; Pedagogy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005332398,0.0006473921,0.0005820256,0.0009347305,0.001677789,0.0006851449,0.001218853,0.001052593,0.007318287],"category_scores_gemma":[0.01417252,0.0004324641,0.0004622648,0.0004396595,0.0006295897,0.0007895706,0.001042744,0.001303296,0.0005649797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001818976,"about_ca_system_score_gemma":0.003251619,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004056626,"about_ca_topic_score_gemma":0.009707862,"domain_scores_codex":[0.9974911,0.001404783,0.0001694005,0.0001899832,0.0003017452,0.0004429259],"domain_scores_gemma":[0.9917673,0.004567289,0.0005559345,0.0002608603,0.0009642915,0.001884329],"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":[0.04416882,0.218548,0.01927335,0.00289825,0.0001313706,0.0006911114,0.0294562,0.0008262238,0.01289491,0.0002044172,0.0034421,0.6674653],"study_design_scores_gemma":[0.03655849,0.4874669,0.3869566,0.001729582,0.0005985451,0.0005587291,0.0376913,0.002952116,0.03076773,0.0003950133,0.014042,0.0002829879],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907012,0.000139624,0.0007805728,0.000292411,0.0001031998,0.005530893,0.0001305029,0.0001079123,0.002213692],"genre_scores_gemma":[0.9796872,0.0002593899,0.007269988,0.0001797758,0.00009564204,0.01018407,0.0001376897,0.00001684003,0.00216934],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007318287,"threshold_uncertainty_score":0.02820075,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01388986262300507,"score_gpt":0.3740814914614838,"score_spread":0.3601916288384788,"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."}}