{"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":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003186234,0.0002098812,0.0003328109,0.00009517636,0.0004662034,0.00005391152,0.0004954424,0.0006708649,0.002829284],"category_scores_gemma":[0.004264392,0.0001462938,0.0002093485,0.0003207203,0.000265622,0.0001736874,0.0000613126,0.002624919,0.00009384863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001020556,"about_ca_system_score_gemma":0.001729462,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001098983,"about_ca_topic_score_gemma":0.0001069968,"domain_scores_codex":[0.996328,0.001066796,0.0007025166,0.0003724968,0.001085291,0.0004449077],"domain_scores_gemma":[0.9971747,0.001644523,0.0004577326,0.0005040188,0.000146198,0.00007280101],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001296225,0.0001624154,0.0006154394,0.00008368439,0.0001006418,0.00001685322,0.01189293,1.526298e-7,0.00000384903,0.002216494,0.9770765,0.007818033],"study_design_scores_gemma":[0.0002061262,0.00008590866,0.01521897,0.0005080843,0.0001218861,0.00005804781,0.006305902,0.00001043269,0.000002639335,0.008018531,0.9692199,0.0002435372],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01004111,0.0004084898,0.01371702,0.9407534,0.02997479,0.0004084815,0.00005830628,0.00009703136,0.004541346],"genre_scores_gemma":[0.1226188,0.0001454327,0.002778609,0.7915054,0.02527453,0.0007084029,0.002273513,0.000324489,0.05437084],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.149248,"threshold_uncertainty_score":0.999676,"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."}}