{"id":"W2937825235","doi":"10.2196/12678","title":"An Epiduroscopy Simulator Based on a Serious Game for Spatial Cognitive Training (EpiduroSIM): User-Centered Design Approach","year":2019,"lang":"en","type":"article","venue":"JMIR Serious Games","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Korea Institute for Advancement of Technology","keywords":"Fidelity; Cognition; Cognitive training; Human–computer interaction; Virtual reality; Training (meteorology); Computer science; Multimedia; Simulation; Applied psychology; Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000429092,0.0004580143,0.0008173681,0.0002237593,0.0001195825,0.0001020412,0.0001633353,0.0002576094,0.000326913],"category_scores_gemma":[0.0002543394,0.000406919,0.000293954,0.0002626491,0.0000941646,0.0001619817,0.00002044765,0.0003249856,0.00007278293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009124066,"about_ca_system_score_gemma":0.0002170253,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001408407,"about_ca_topic_score_gemma":0.00000306173,"domain_scores_codex":[0.9972156,0.0002263126,0.0005183701,0.0008503261,0.0004729444,0.000716403],"domain_scores_gemma":[0.9977977,0.0008844676,0.0002129307,0.000466172,0.0001777439,0.0004610062],"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":[0.0730703,0.008788477,0.0719387,0.001481209,0.0009087177,0.0003703185,0.01537321,0.1952688,0.01579265,0.0006262703,0.0002850835,0.6160963],"study_design_scores_gemma":[0.03371662,0.006267348,0.05174617,0.0004167754,0.0001604105,0.00002206605,0.0009995884,0.8962184,0.002552541,0.00004168079,0.00718554,0.0006728712],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9196868,0.00002315797,0.07223418,0.0001186321,0.0003719171,0.005042413,0.00008250842,0.0004364514,0.002003941],"genre_scores_gemma":[0.9918223,0.000002222238,0.004204125,0.00248411,0.0003004803,0.000418067,0.0003191973,0.000135466,0.0003140219],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7009496,"threshold_uncertainty_score":0.9998383,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05501937337650434,"score_gpt":0.340993028900441,"score_spread":0.2859736555239366,"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."}}