{"id":"W3191706727","doi":"10.2196/29899","title":"Augmented Reality in Pediatric Septic Shock Simulation: Randomized Controlled Feasibility Trial","year":2021,"lang":"en","type":"article","venue":"JMIR Medical Education","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Children's Hospital of Philadelphia","keywords":"Septic shock; Medicine; Randomized controlled trial; Wilcoxon signed-rank test; Randomization; Resuscitation; Shock (circulatory); Sepsis; Emergency medicine; Surgery; Internal medicine; Mann–Whitney U test","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01316192,0.002274489,0.003491682,0.00103909,0.001038126,0.0017134,0.00206486,0.00332039,0.01057548],"category_scores_gemma":[0.01565,0.00153752,0.002476942,0.00106187,0.00232472,0.002341336,0.001383127,0.00300576,0.001097101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00166226,"about_ca_system_score_gemma":0.004199391,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001409301,"about_ca_topic_score_gemma":0.001730849,"domain_scores_codex":[0.9892792,0.007837676,0.0007864458,0.0006880444,0.0006874585,0.0007212023],"domain_scores_gemma":[0.9895706,0.005274021,0.002119192,0.001030024,0.0009031343,0.001103043],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9179559,0.06273562,0.001024272,0.001388386,0.0008925875,0.0000733619,0.0002456893,0.0006940088,0.0009958924,0.0003071152,0.0004590357,0.01322815],"study_design_scores_gemma":[0.7602069,0.23537,0.001296946,0.0001229805,0.0004700315,0.00002580316,0.0001369384,0.001004334,0.0003818894,0.0002170331,0.0007385493,0.00002857697],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8527909,0.001752165,0.004661597,0.0008460631,0.001193949,0.1355156,0.0009372798,0.0002272125,0.00207529],"genre_scores_gemma":[0.7661586,0.001767324,0.01819849,0.0009166498,0.0006375308,0.2099277,0.0004771312,0.00003238827,0.001884334],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01316192,"threshold_uncertainty_score":0.06960768,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04173175483963644,"score_gpt":0.4439603237934306,"score_spread":0.4022285689537942,"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."}}