{"id":"W4323304692","doi":"10.1111/medu.15078","title":"The power of stories: Supporting professional identity transitions through longitudinal coaching","year":2023,"lang":"en","type":"letter","venue":"Medical Education","topic":"Coaching Methods and Impact","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria; University of British Columbia","funders":"","keywords":"Conceptualization; Identity (music); Coaching; Power (physics); Pedagogy; Psychology; Sociology; Medical education; Medicine; Psychotherapist; Computer science; Aesthetics","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":[0.009017164,0.0002725493,0.0003378808,0.0005105669,0.00974074,0.003951924,0.001687505,0.02448411,0.008995743],"category_scores_gemma":[0.0385596,0.0004941991,0.0003838379,0.0003294556,0.004314518,0.006351781,0.003661521,0.01940039,0.002807533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002630233,"about_ca_system_score_gemma":0.006727025,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01343347,"about_ca_topic_score_gemma":0.04961225,"domain_scores_codex":[0.9956501,0.002566858,0.000240992,0.0002612244,0.0008401153,0.0004407701],"domain_scores_gemma":[0.9628932,0.02676141,0.001082559,0.001081112,0.002561804,0.005619959],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008026388,0.00017574,0.00494908,0.00007131768,0.00001372632,0.006271636,0.009357927,0.0001164221,0.0005276175,0.01027654,0.9033371,0.06482272],"study_design_scores_gemma":[0.00009347576,0.0001710851,0.00456882,0.000407378,0.00001731879,0.004286229,0.02370469,0.00100392,0.0005584757,0.03688956,0.9282153,0.00008377619],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.002121169,0.0003355076,0.0004448562,0.987978,0.002095858,0.00001659804,0.00001601182,0.00003523305,0.006956701],"genre_scores_gemma":[0.05963052,0.001540938,0.003104385,0.90401,0.005784854,0.000244701,0.00002366668,0.00007369073,0.02558717],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02448411,"threshold_uncertainty_score":0.04768795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06059720405393592,"score_gpt":0.4765826733509752,"score_spread":0.4159854692970392,"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."}}