{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002722933,0.001022235,0.002271959,0.005004623,0.0004350583,0.00215719,0.001293712,0.001839535,0.007989181],"category_scores_gemma":[0.009045343,0.0005203799,0.00142598,0.00475897,0.001039669,0.001878861,0.001945654,0.002316589,0.000965485],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001940433,"about_ca_system_score_gemma":0.004201023,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006283518,"about_ca_topic_score_gemma":0.01157144,"domain_scores_codex":[0.9983916,0.0006734173,0.0002983868,0.0001619391,0.0004042768,0.00007033973],"domain_scores_gemma":[0.9936806,0.005055922,0.0005370039,0.00007839211,0.00048716,0.0001608577],"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":[0.0001075328,0.00008075193,0.0003231334,0.06485682,0.000320107,0.00004560105,0.0001005029,0.0005559654,0.0001496062,0.002872481,0.0117897,0.9187978],"study_design_scores_gemma":[0.0002477717,0.0003468638,0.00442961,0.2741442,0.001755338,0.001073641,0.0004359594,0.0006347362,0.0003770011,0.005758226,0.7107228,0.00007387697],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000801174,0.998979,0.00006541405,0.0001511927,0.0001225667,0.000009732457,0.00001067141,0.000003108646,0.0005781546],"genre_scores_gemma":[0.001190692,0.998049,0.0002255569,0.0002225647,0.0001116862,0.000014476,0.00002310901,0.000001213558,0.0001616653],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007989181,"threshold_uncertainty_score":0.02672642,"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."}}