{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002481011,0.0002361071,0.000455467,0.001375948,0.0002165028,0.00008504029,0.0003532691,0.0001359481,0.0003149697],"category_scores_gemma":[0.0008015421,0.0002255286,0.0001290487,0.0009092916,0.00007807516,0.000451997,0.00006718213,0.000932165,0.00008733883],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001623999,"about_ca_system_score_gemma":0.001388891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001812167,"about_ca_topic_score_gemma":0.00002076096,"domain_scores_codex":[0.9974241,0.0001269413,0.001124171,0.0002949823,0.0006978445,0.000331963],"domain_scores_gemma":[0.9913602,0.0002545028,0.001583225,0.0002473218,0.006155573,0.0003991775],"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":[0.0002652805,0.00008423138,0.2203785,0.00005215868,0.0001333597,0.00003876669,0.004083533,0.6861597,0.006199989,0.0003227246,0.0002500087,0.08203174],"study_design_scores_gemma":[0.02819852,0.01493428,0.3762576,0.02057482,0.000568834,0.004501162,0.1715579,0.1902629,0.02427637,0.07951397,0.08496442,0.004389184],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9484802,0.0006813445,0.0230576,0.02517517,0.001894645,0.0005445181,0.000005880447,0.00009142845,0.00006919949],"genre_scores_gemma":[0.8830088,0.00003110573,0.1143921,0.001698499,0.0005797702,0.00001379639,0.00005035419,0.00004950043,0.0001760953],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4958968,"threshold_uncertainty_score":0.9196788,"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."}}