{"id":"W4409488728","doi":"10.1097/nne.0000000000001873","title":"Competency","year":2025,"lang":"en","type":"article","venue":"Nurse Educator","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Novelis (Canada)","funders":"","keywords":"Psychology; Nursing; Medicine","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007628311,0.00008913862,0.0001496231,0.0001881436,0.00008557793,0.00001074086,0.00006730443,0.00007039084,0.001543198],"category_scores_gemma":[0.0001080831,0.00008649972,0.0000532591,0.0003888058,0.00004661455,0.00003197332,0.000004708836,0.0001522859,0.000374274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002156348,"about_ca_system_score_gemma":0.002631326,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009092918,"about_ca_topic_score_gemma":0.000002439521,"domain_scores_codex":[0.9992508,0.00002662042,0.0002117947,0.0001984773,0.0001315613,0.0001807796],"domain_scores_gemma":[0.9990033,0.0001541336,0.00003694491,0.0003981272,0.0002520264,0.0001554743],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003390349,0.0003040223,0.8691278,0.0001519594,0.00002244513,0.000001339894,0.001231962,0.000002868844,0.0001070869,0.01474823,0.1107284,0.00354],"study_design_scores_gemma":[0.0006870921,0.00005588413,0.9274675,0.000241522,0.00006572852,0.00000815993,0.006792908,0.00008501072,0.0008814913,0.001317002,0.06228836,0.0001092984],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8897523,0.000645083,0.00003472999,0.04788974,0.006662609,0.0004399659,0.000004222137,0.0001350655,0.05443624],"genre_scores_gemma":[0.9802175,0.000003440124,0.00131185,0.00557466,0.0005471582,0.00006510874,0.00003539471,0.00001255857,0.0122324],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09046508,"threshold_uncertainty_score":0.9993695,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01445563991830937,"score_gpt":0.3927343452735629,"score_spread":0.3782787053552535,"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."}}