{"id":"W2042674701","doi":"10.3991/ijac.v6i2.2982","title":"Using Simulations to Integrate Technology into Health Care Aides' Workflow","year":2013,"lang":"en","type":"article","venue":"International Journal of Advanced Corporate Learning (iJAC)","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Workflow; Software deployment; Work (physics); Health care; Nursing; Computer science; Medicine; Engineering","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":[0.001871842,0.0008922261,0.0002962837,0.0005347515,0.0006050464,0.002047125,0.001331844,0.001251912,0.004405918],"category_scores_gemma":[0.009301375,0.0004155552,0.0006373859,0.0003489176,0.0006510513,0.001265446,0.002040141,0.0008549466,0.0006677687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009355895,"about_ca_system_score_gemma":0.001912802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003344043,"about_ca_topic_score_gemma":0.003997832,"domain_scores_codex":[0.9987392,0.0008600822,0.00009012037,0.00008476649,0.0001408278,0.00008496882],"domain_scores_gemma":[0.9941864,0.004366979,0.0002423729,0.0004910058,0.0003319841,0.0003813112],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001423154,0.004312577,0.02656395,0.001551764,0.0002574581,0.001148344,0.01420053,0.6703426,0.01642535,0.02435154,0.01144431,0.2279785],"study_design_scores_gemma":[0.001144671,0.003035308,0.01010955,0.001165225,0.0002701179,0.0009068416,0.005233767,0.8268018,0.0164541,0.03264826,0.1019092,0.0003210778],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5624316,0.0009303039,0.3709491,0.003049564,0.0003725377,0.002479079,0.0007979653,0.00386037,0.05512949],"genre_scores_gemma":[0.790652,0.0009740234,0.2021698,0.0002731564,0.00004057355,0.001122948,0.0006172958,0.0001409653,0.00400916],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004405918,"threshold_uncertainty_score":0.01473927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04739679375971787,"score_gpt":0.3942220051270398,"score_spread":0.3468252113673219,"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."}}