{"id":"W17366470","doi":"10.18295/2075-0528.1661","title":"Perceived Benefits of Pre-Clinical Simulation-based Training on Clinical Learning Outcomes among Omani Undergraduate Nursing Students","year":2015,"lang":"en","type":"article","venue":"Sultan Qaboos University medical journal","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Positive Living Society of British Columbia","funders":"","keywords":"Medicine; Medical education; Simulation training; Nursing; Simulation","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":[0.001564041,0.0002132183,0.0002294982,0.00034899,0.0003863287,0.0006922418,0.0002059591,0.0004039992,0.003306941],"category_scores_gemma":[0.006379192,0.0001137684,0.0002474487,0.0001941457,0.0002294452,0.0002885316,0.0007248209,0.0004816644,0.0002787447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004613707,"about_ca_system_score_gemma":0.0009436026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009562137,"about_ca_topic_score_gemma":0.002573736,"domain_scores_codex":[0.9990788,0.0003208343,0.00007806273,0.00003872121,0.000293202,0.0001904264],"domain_scores_gemma":[0.9960153,0.001054696,0.0009571848,0.00006591254,0.0005131977,0.001393715],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003911474,0.002808155,0.9190436,0.0002693391,0.00005154073,0.0003554781,0.009522737,0.0003451905,0.00391652,0.0000885023,0.0006971124,0.06251071],"study_design_scores_gemma":[0.00003504082,0.003588547,0.9694388,0.0001564616,0.00003798723,0.0003621607,0.0225336,0.0006679603,0.001062888,0.00008191504,0.002005227,0.00002938406],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993786,0.00007124099,0.00002857868,0.0001260875,0.000006217066,0.000009799977,0.00001018327,0.00000141375,0.0003679728],"genre_scores_gemma":[0.9994251,0.0001364579,0.0001055144,0.00006086321,0.000007088757,0.00001438724,0.00001564324,5.608843e-7,0.0002344226],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003306941,"threshold_uncertainty_score":0.01106286,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1528032340815414,"score_gpt":0.4574402024818136,"score_spread":0.3046369684002721,"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."}}