{"id":"W2966032628","doi":"10.1097/acm.0000000000002911","title":"Future Research in Feedback: How to Use Feedback and Coaching Conversations in a Way That Supports Development of the Individual as a Self-Directed Learner and Resilient Professional","year":2019,"lang":"en","type":"article","venue":"Academic Medicine","topic":"Innovations in Medical Education","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"MEDLINE; Psychology; Medical education; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.08473889,0.001442972,0.001935122,0.002484949,0.008245833,0.01418559,0.005614848,0.008536438,0.02544484],"category_scores_gemma":[0.1043784,0.0008023354,0.0019958,0.002436167,0.0161086,0.03587165,0.008593051,0.008394096,0.00748045],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005536821,"about_ca_system_score_gemma":0.03048311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006121078,"about_ca_topic_score_gemma":0.01012856,"domain_scores_codex":[0.9343142,0.05110981,0.001766917,0.002920217,0.007264651,0.002624248],"domain_scores_gemma":[0.9089529,0.05204261,0.003963244,0.007581688,0.01512439,0.01233517],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002419434,0.001251188,0.004847333,0.006298997,0.00009421673,0.0006659768,0.0575466,0.0002957052,0.001314222,0.06766864,0.1586388,0.7011364],"study_design_scores_gemma":[0.0001955359,0.0008602879,0.004489743,0.02635901,0.0002226617,0.001584006,0.09381287,0.0007800169,0.002053166,0.1779857,0.6914198,0.0002371449],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01097936,0.1125618,0.07279293,0.7082806,0.01255115,0.001580167,0.0002332101,0.001387958,0.07963296],"genre_scores_gemma":[0.2878673,0.1757694,0.3444314,0.1336854,0.008590663,0.00572078,0.0004927759,0.001143521,0.04229879],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.08473889,"threshold_uncertainty_score":0.4481474,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06335027491630713,"score_gpt":0.3768073053854649,"score_spread":0.3134570304691577,"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."}}