{"id":"W4392935716","doi":"10.1016/j.cnur.2024.02.009","title":"Simulation Modalities in Clinical Practice","year":2024,"lang":"en","type":"review","venue":"Nursing Clinics of North America","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital; Canadian Sleep Society","funders":"","keywords":"Modality (human–computer interaction); Medicine; Modalities; Task (project management); Treatment modality; Variety (cybernetics); Medical physics; Human–computer interaction; Computer science; Artificial intelligence; Systems engineering; Surgery","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009818885,0.0003858544,0.002457501,0.0006080173,0.00004254057,0.00002170181,0.0001779618,0.0004744889,0.00003804462],"category_scores_gemma":[0.006335987,0.0003533284,0.0007452108,0.001309815,0.0003314012,0.0001232254,0.00002454876,0.001572514,0.0001617766],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005188052,"about_ca_system_score_gemma":0.003667974,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007760643,"about_ca_topic_score_gemma":0.000003838204,"domain_scores_codex":[0.994154,0.0006349827,0.00365427,0.0006739807,0.0005586068,0.0003242017],"domain_scores_gemma":[0.9826421,0.0137693,0.001710066,0.0008530078,0.0007921127,0.0002334873],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007115841,0.0005208827,0.004531588,0.01472018,0.0001186292,0.0000149699,0.0006242129,0.002013746,1.534098e-10,0.00002513859,0.0005120616,0.9768474],"study_design_scores_gemma":[0.0003121931,0.0004479153,0.002072889,0.04701424,0.003186053,0.00001389961,0.0004760094,0.007787504,2.534483e-9,0.00009862542,0.9382971,0.0002936051],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002388098,0.9934313,0.0001622665,0.0008821402,0.003115861,0.00128509,0.00007700836,0.00009600636,0.0007114716],"genre_scores_gemma":[0.004390671,0.988332,0.004538989,0.0005221886,0.001116944,0.00004870861,0.0007391403,0.0001142893,0.0001971124],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9765539,"threshold_uncertainty_score":0.9998919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2020416631280611,"score_gpt":0.5836472210445832,"score_spread":0.3816055579165222,"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."}}