{"id":"W4401167281","doi":"10.1016/j.ecns.2024.101580","title":"Learning the Nursing Process Through Simulation: From Development to Implementation of a Scenario in Pediatrics","year":2024,"lang":"en","type":"article","venue":"Clinical Simulation in Nursing","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Nursing process; Nursing; Process (computing); Pediatric nursing; Process development; Medicine; Process management; Computer science; Engineering; Programming language","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":[],"consensus_categories":[],"category_scores_codex":[0.001080781,0.0001755742,0.00035111,0.0003316043,0.000133437,0.00005186485,0.0001010397,0.0001866644,0.0001565842],"category_scores_gemma":[0.0006150613,0.0001580309,0.00008388323,0.001566219,0.00008242889,0.0002475246,0.00001244861,0.0005897504,0.00002818343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008882117,"about_ca_system_score_gemma":0.001003878,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001334476,"about_ca_topic_score_gemma":0.00002769648,"domain_scores_codex":[0.9966617,0.0002719021,0.001760256,0.0004955435,0.0005145192,0.0002961185],"domain_scores_gemma":[0.9943767,0.004682551,0.0002308647,0.0002343944,0.0003613507,0.0001141806],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.00009006329,0.0001103188,0.4112462,0.00007881044,0.000005133779,0.000001658993,0.03225715,0.4878085,0.000002709705,0.00004767001,0.000009387113,0.06834242],"study_design_scores_gemma":[0.0009144252,0.0001192742,0.6093904,0.002324602,0.00004422791,7.402473e-7,0.009746896,0.3757032,0.00005244171,0.001385492,0.0001811258,0.0001371393],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9788062,0.0004434185,0.01472157,0.003424793,0.00109238,0.00121799,0.000004044337,0.00008256869,0.0002070218],"genre_scores_gemma":[0.9960326,0.000008270999,0.002804876,0.0002913782,0.0006329498,0.00003917549,0.0001347512,0.00003683055,0.00001916179],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1981442,"threshold_uncertainty_score":0.6444314,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1045029433228757,"score_gpt":0.5619307006105173,"score_spread":0.4574277572876416,"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."}}