{"id":"W4298326476","doi":"10.1111/medu.14942","title":"Goal co‐construction and dialogue in an internal medicine longitudinal coaching programme","year":2022,"lang":"en","type":"article","venue":"Medical Education","topic":"Coaching Methods and Impact","field":"Psychology","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Faculty of Medicine, University of British Columbia","keywords":"Coaching; Medical education; Qualitative research; Psychology; Identity (music); Professional development; Focus group; Pedagogy; Medicine; Sociology","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00224986,0.00009196728,0.0001572346,0.0001878713,0.0001399722,0.00001945335,0.0001389294,0.0000596825,0.003149984],"category_scores_gemma":[0.0008970451,0.00008200543,0.00001884546,0.0001708335,0.0001728629,0.00009274174,0.0000475822,0.0005909634,0.000004119929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001149608,"about_ca_system_score_gemma":0.0002411882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004007288,"about_ca_topic_score_gemma":0.0002413779,"domain_scores_codex":[0.9980983,0.0008178911,0.0002635922,0.0002726231,0.0003253981,0.0002221685],"domain_scores_gemma":[0.9993924,0.0001669114,0.00008321294,0.0001520174,0.00001639237,0.0001890032],"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":[0.00006303094,0.0003832755,0.3033977,0.000006897514,0.000008520596,0.000007494038,0.005988665,6.461298e-7,0.00006130229,0.003422168,0.00188111,0.6847792],"study_design_scores_gemma":[0.001485034,0.001051185,0.9443124,0.00006538493,0.00002632738,0.0009514453,0.01406351,0.000623377,0.000004827794,0.003489088,0.03372943,0.000198003],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9841545,0.0002749192,0.004224258,0.004804522,0.002957313,0.0001762195,0.000002754206,0.00003471545,0.003370778],"genre_scores_gemma":[0.9966136,0.000007314656,0.001434252,0.001008386,0.0006314425,0.00009434461,0.00008591782,0.00001128606,0.0001134975],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6845812,"threshold_uncertainty_score":0.9977612,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04569072344632459,"score_gpt":0.4304679595485203,"score_spread":0.3847772361021957,"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."}}