{"id":"W4316096575","doi":"10.1186/s12909-022-03995-3","title":"Understanding the barriers and enablers for postgraduate medical trainees becoming simulation educators: a qualitative study","year":2023,"lang":"en","type":"article","venue":"BMC Medical Education","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Laerdal Foundation for Acute Medicine; ELMA Foundation; International Development Research Centre","keywords":"Focus group; Medical education; Enthusiasm; Nonprobability sampling; Curriculum; Qualitative property; Faculty development; Qualitative research; Transferability; Psychology; Data collection; Medicine; Professional development; Computer science; Pedagogy; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0148071,0.000463394,0.000647266,0.001646763,0.00652118,0.003032596,0.001471665,0.001714891,0.003309817],"category_scores_gemma":[0.01701173,0.0007511263,0.0004418953,0.001546634,0.005144961,0.002467168,0.004161995,0.00244372,0.0003946134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003788111,"about_ca_system_score_gemma":0.007058767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005265708,"about_ca_topic_score_gemma":0.006340484,"domain_scores_codex":[0.9940841,0.003713947,0.0002512042,0.0003282635,0.0004008715,0.001221631],"domain_scores_gemma":[0.9803436,0.01496778,0.001134529,0.0003668922,0.001454103,0.00173318],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003500851,0.0001415625,0.004922817,0.0003058853,0.000003564237,0.0005637095,0.9880019,0.00005456513,0.001020401,0.0008195287,0.0003060965,0.003825074],"study_design_scores_gemma":[0.000005355156,0.00009127798,0.002309904,0.0002073357,0.000003222449,0.0001715096,0.993347,0.0001009096,0.0002915346,0.0001776888,0.003285884,0.000008432416],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927757,0.0002943031,0.002072491,0.001337725,0.00003325267,0.0005831689,0.0001713639,0.00001298203,0.002719017],"genre_scores_gemma":[0.9936168,0.0007334114,0.001839431,0.0008820178,0.00001712272,0.0009378417,0.00009443238,0.00001145164,0.001867305],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0148071,"threshold_uncertainty_score":0.0783084,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2871106474653776,"score_gpt":0.5148838382928761,"score_spread":0.2277731908274985,"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."}}