{"id":"W7119038733","doi":"10.33965/ac_icwi_2025_202508l018","title":"SIMULATING CLINICAL PRACTICE: DEVELOPMENT AND EVALUATION OF A VIRTUAL REALITY INTRAVENOUS PUMP FOR NURSING TRAINING","year":2025,"lang":"","type":"article","venue":"","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"MacEwan University","funders":"","keywords":"Virtual reality; Experiential learning; Training (meteorology); Virtual patient; Simulation training; Nurse education","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":[0.003406191,0.0007003442,0.0004084808,0.0006420659,0.0002527979,0.001089141,0.001682974,0.0008206869,0.001736005],"category_scores_gemma":[0.006944364,0.0003344705,0.0003492616,0.0002438235,0.0006850456,0.0006316249,0.0009337528,0.0005115808,0.0003604954],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003988593,"about_ca_system_score_gemma":0.001239496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008732645,"about_ca_topic_score_gemma":0.0007714953,"domain_scores_codex":[0.9984671,0.000767245,0.0001428408,0.0001306693,0.0003855857,0.0001066101],"domain_scores_gemma":[0.9973612,0.001416439,0.0001621262,0.0002592057,0.0004502158,0.0003506725],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00765308,0.03273662,0.02316893,0.002415505,0.0003179334,0.001141349,0.006284875,0.032552,0.1803695,0.002452661,0.002270947,0.7086366],"study_design_scores_gemma":[0.006169237,0.3739312,0.1212875,0.001153781,0.001536494,0.006555865,0.00562116,0.1999379,0.2261796,0.001531612,0.05542699,0.0006686829],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9594961,0.0003693624,0.03588782,0.0001834213,0.0001106164,0.002177759,0.000123094,0.000280716,0.00137114],"genre_scores_gemma":[0.880513,0.0009906798,0.1145839,0.0001373153,0.00003663138,0.001453937,0.0002613144,0.00008986606,0.001933345],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003406191,"threshold_uncertainty_score":0.01801389,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3055564751242113,"score_gpt":0.5685337684603139,"score_spread":0.2629772933361026,"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."}}