{"id":"W4307108182","doi":"10.1186/s41077-022-00232-1","title":"Facing hierarchy: a qualitative study of residents’ experiences in an obstetrical simulation scenario","year":2022,"lang":"en","type":"article","venue":"Advances in Simulation","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University; Children's Hospital of Eastern Ontario; Victoria Hospital; Ottawa Hospital; University of Ottawa","funders":"University of Ottawa","keywords":"Health services research; Hierarchy; Qualitative research; Medicine; Nursing; Health administration; Public health; Sociology; Political science","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":[0.009832563,0.000821355,0.0009400899,0.00101195,0.007275695,0.003239376,0.002142385,0.002152256,0.002902702],"category_scores_gemma":[0.02060166,0.0008022197,0.0004873387,0.0009566653,0.008375838,0.002982043,0.005032662,0.003612255,0.0004057095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003489826,"about_ca_system_score_gemma":0.00399622,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005246777,"about_ca_topic_score_gemma":0.0125612,"domain_scores_codex":[0.9910843,0.006766798,0.0002206492,0.0004080372,0.0005047818,0.001015326],"domain_scores_gemma":[0.9851933,0.01025623,0.001161173,0.0003130534,0.001167633,0.001908742],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002882436,0.00005526168,0.001507066,0.00009681354,0.000003621259,0.001001156,0.9943225,0.0000519078,0.0007813649,0.0002653249,0.0002774351,0.001608609],"study_design_scores_gemma":[0.00000290727,0.00009414099,0.0008883902,0.00008030679,0.000003129865,0.0002796942,0.9945871,0.00009056127,0.0002482322,0.00009378703,0.00361944,0.00001227761],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937138,0.0003213341,0.001991214,0.001248901,0.00005616651,0.0001461004,0.00007339472,0.00001851832,0.002430541],"genre_scores_gemma":[0.9950607,0.0004775598,0.001508384,0.0005621376,0.00002697568,0.0002059078,0.00004653501,0.0000241051,0.002087735],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009832563,"threshold_uncertainty_score":0.05200016,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09652732895437355,"score_gpt":0.5003732198219707,"score_spread":0.4038458908675971,"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."}}