{"id":"W3171806921","doi":"10.1097/nnd.0000000000000764","title":"Virtual Simulation to Reinforce Nursing Staff Resuscitation Responses","year":2021,"lang":"en","type":"article","venue":"Journal for Nurses in Professional Development","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Registered Nurses' Association of Ontario","funders":"","keywords":"Resuscitation; Medicine; Nursing staff; Medical emergency; Simulation training; Nursing; Emergency medicine; Computer science; 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":[0.001073392,0.000408619,0.0002144239,0.0002236559,0.0002052479,0.0004136894,0.0005532933,0.0003446489,0.005034313],"category_scores_gemma":[0.004655864,0.0001607603,0.0002431325,0.0000974752,0.000254061,0.0003136188,0.001057254,0.000437975,0.0005964729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001655345,"about_ca_system_score_gemma":0.0006884703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000260936,"about_ca_topic_score_gemma":0.0003887925,"domain_scores_codex":[0.9990942,0.0006602856,0.00003141685,0.00004973933,0.00009767769,0.00006657578],"domain_scores_gemma":[0.9979266,0.00123606,0.0001617556,0.0001673523,0.0001671623,0.000341056],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01308503,0.04506033,0.02351576,0.001801002,0.000284305,0.0006876925,0.008350943,0.07526983,0.1871717,0.006242709,0.01053135,0.6279994],"study_design_scores_gemma":[0.006520731,0.1670325,0.1209913,0.00185711,0.000956036,0.002886848,0.007251319,0.2863824,0.2902468,0.0172999,0.0979802,0.0005947884],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.929005,0.000150824,0.06079191,0.0003640099,0.00030362,0.0005359175,0.00007832119,0.0006235857,0.008146742],"genre_scores_gemma":[0.9624146,0.0001812407,0.03326074,0.000187094,0.00004035986,0.0005339122,0.00007879291,0.00003660927,0.003266709],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005034313,"threshold_uncertainty_score":0.01684141,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06145282310446677,"score_gpt":0.4704125198677027,"score_spread":0.408959696763236,"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."}}