{"id":"W2966755097","doi":"10.1097/acm.0000000000002932","title":"Learning Conversations: An Analysis of the Theoretical Roots and Their Manifestations of Feedback and Debriefing in Medical Education","year":2019,"lang":"en","type":"article","venue":"Academic Medicine","topic":"Innovations in Medical Education","field":"Medicine","cited_by":102,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; University of Calgary; Dalhousie University; The Wilson Centre","funders":"","keywords":"Debriefing; Medical education; Psychology; MEDLINE; Medicine; Political 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001411341,0.00009957235,0.0003710787,0.0004800743,0.00003992827,0.000001718033,0.0001132818,0.0002008139,0.0005568965],"category_scores_gemma":[0.004925683,0.00006282866,0.00002469097,0.001253115,0.0008041292,0.00008389337,0.00004282835,0.0006590097,8.237554e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004560214,"about_ca_system_score_gemma":0.000367847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001385919,"about_ca_topic_score_gemma":0.00001494006,"domain_scores_codex":[0.998501,0.00014966,0.0005985377,0.0002072877,0.0004207734,0.0001227366],"domain_scores_gemma":[0.9988743,0.0003878133,0.0002227133,0.000228681,0.0001986813,0.00008780336],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000039414,0.00006465842,0.875282,0.0001960121,0.0001359687,5.877868e-7,0.0177895,0.0000266362,0.002371049,0.08121552,0.0001617485,0.02271694],"study_design_scores_gemma":[0.001181456,0.0001986414,0.9104597,0.0009959497,0.0005051941,0.00007141196,0.03275367,0.04973391,0.0002031105,0.003603304,0.0002114485,0.00008223463],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9827133,0.0003468482,0.0002759022,0.01551612,0.0001430114,0.0003061947,9.105825e-7,0.000009027631,0.0006887022],"genre_scores_gemma":[0.9973382,0.0003337247,0.0001400686,0.001934282,0.0000693588,0.00001216549,0.0000566092,0.000008961389,0.0001065763],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07761221,"threshold_uncertainty_score":0.6097626,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009185618019186463,"score_gpt":0.3298162303015931,"score_spread":0.3206306122824067,"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."}}