{"id":"W4366260008","doi":"10.1080/10401334.2023.2200766","title":"Practicing Confidence: An Autoethnographic Exploration of the First Years as Physicians","year":2023,"lang":"en","type":"article","venue":"Teaching and Learning in Medicine","topic":"Innovations in Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; McMaster University; University of Ottawa","funders":"","keywords":"Narrative; Thematic analysis; Medical education; Courage; Psychology; Insider; Empathy; Perspective (graphical); General partnership; Graduate medical education; Medicine; Qualitative research; Social psychology; Sociology; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003253376,0.00008167608,0.0002029549,0.0003352008,0.0002674654,0.000006744656,0.00007929245,0.00006982793,0.00002262659],"category_scores_gemma":[0.00692782,0.00006034832,0.00001963066,0.0009234693,0.0002459341,0.0001871804,0.00002460699,0.001437147,0.00000651176],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002938371,"about_ca_system_score_gemma":0.00005515634,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007899621,"about_ca_topic_score_gemma":0.0000288016,"domain_scores_codex":[0.9987384,0.0002666434,0.0002930976,0.0001744549,0.0003765934,0.0001507818],"domain_scores_gemma":[0.9992897,0.0002453316,0.0001701303,0.0002071901,0.00006077879,0.00002686151],"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":[0.0001148538,0.0003145042,0.1741334,0.0005083597,0.00006643477,0.00003343902,0.3382311,0.002721521,0.008706377,0.008995443,0.006345016,0.4598296],"study_design_scores_gemma":[0.001826826,0.0009576062,0.8261383,0.003818038,0.000125324,0.0000484965,0.1074273,0.02930413,0.0001066915,0.001472882,0.02859248,0.0001819895],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9742779,0.00004995221,0.0002580282,0.02368878,0.0002834035,0.0001831389,8.930554e-8,0.0001083942,0.001150287],"genre_scores_gemma":[0.9973614,0.00004734067,0.0003867403,0.001270017,0.0002456185,0.00001479804,0.00002146313,0.00001523604,0.0006373497],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6520049,"threshold_uncertainty_score":0.8293748,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04148606006022606,"score_gpt":0.3795433236908091,"score_spread":0.338057263630583,"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."}}