{"id":"W4304811507","doi":"10.1016/j.nedt.2022.105600","title":"An educator's toolkit for virtual simulation: A usability study","year":2022,"lang":"en","type":"article","venue":"Nurse Education Today","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Georgian College; Brock University; Nipissing University; Centennial College","funders":"Government of Ontario","keywords":"Usability; Computer science; Resource (disambiguation); Process (computing); Instructional simulation; Medical education; Virtual reality; Human–computer interaction; Medicine","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009197856,0.0002204442,0.0002990639,0.0003006371,0.0008041253,0.00005110414,0.0002266669,0.00007322347,0.004313073],"category_scores_gemma":[0.0003392807,0.0002492675,0.0001150042,0.0006524247,0.00005747752,0.0002572571,0.00001886112,0.0003147153,0.0000443065],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001238314,"about_ca_system_score_gemma":0.005511819,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000229864,"about_ca_topic_score_gemma":0.00001178432,"domain_scores_codex":[0.9973626,0.0003763132,0.0006424211,0.0006845879,0.0006111742,0.0003228966],"domain_scores_gemma":[0.9965893,0.0007368329,0.0002253039,0.001112206,0.0009467637,0.0003896033],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006260492,0.01611715,0.8819739,0.00009025069,0.00005174764,5.25297e-7,0.03189912,0.02985658,0.00008023241,0.002477619,0.01165035,0.0251765],"study_design_scores_gemma":[0.002051517,0.003368225,0.7409767,0.00002092333,0.0001720882,0.00001367948,0.210895,0.01159132,0.00006610929,0.0008393771,0.02961949,0.000385613],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9783405,0.00007880645,0.000389871,0.009166096,0.007015144,0.00430375,0.00005628792,0.0001872132,0.0004622953],"genre_scores_gemma":[0.9882584,3.020102e-7,0.0009290166,0.002187076,0.001767976,0.003590422,0.0007094978,0.00005973281,0.002497608],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1789958,"threshold_uncertainty_score":0.9999959,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03984032058325372,"score_gpt":0.4322526505075489,"score_spread":0.3924123299242951,"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."}}