{"id":"W4415818542","doi":"10.54531/matl3327","title":"A86 Investigating the Effect of Exposure to Asynchronous Virtual Clinical Environments on Nursing Students’ Actual/Perceived Competence in Medication Dosage Calculation: A Pilot Study","year":2025,"lang":"en","type":"article","venue":"Journal of Healthcare Simulation","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Competence (human resources); Virtual patient; Anxiety; Nurse education; Health care; Simulated patient; Clinical trial; Descriptive statistics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003880465,0.0007332479,0.0008992896,0.000574819,0.0008859391,0.0007298333,0.0009705764,0.0007831865,0.00536945],"category_scores_gemma":[0.006388739,0.0006506317,0.001099302,0.0003529495,0.000809445,0.0007639177,0.0008953486,0.001668068,0.0007434244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007949558,"about_ca_system_score_gemma":0.002357297,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001597372,"about_ca_topic_score_gemma":0.002209574,"domain_scores_codex":[0.9975675,0.001017456,0.000207141,0.0003314014,0.0004723947,0.0004040737],"domain_scores_gemma":[0.9918247,0.003733682,0.0009747985,0.0006836335,0.0008426601,0.001940492],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.04823891,0.7800084,0.05837946,0.001063829,0.000270141,0.0003912083,0.01255787,0.0006988579,0.0229399,0.0002393431,0.0006520157,0.07456001],"study_design_scores_gemma":[0.004660448,0.8532068,0.1336149,0.00004360098,0.0001560693,0.00005994489,0.002200271,0.0004331154,0.004436709,0.00008311815,0.00106219,0.00004288274],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987789,0.00001222288,0.0000974896,0.00001588707,0.00001161473,0.0008221428,0.00003899813,0.000004753002,0.0002179932],"genre_scores_gemma":[0.992157,0.00009083658,0.001966224,0.00006327147,0.00003106019,0.004117165,0.000110128,0.000003869033,0.001460482],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00536945,"threshold_uncertainty_score":0.02052212,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05719125915546048,"score_gpt":0.4593832288256698,"score_spread":0.4021919696702093,"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."}}