{"id":"W3127383545","doi":"10.2196/25828","title":"The Impact of Electronic Health Record–Based Simulation During Intern Boot Camp: Interventional Study","year":2021,"lang":"en","type":"article","venue":"JMIR Medical Education","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Agency for Healthcare Research and Quality","keywords":"Medicine; Boot camp; Workflow; Chart; Electronic health record; Intervention (counseling); Session (web analytics); Checklist; Patient safety; Medical education; Medical emergency; Medical physics; Health care; Computer science; Psychology; Nursing; Database; World Wide Web","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":[0.002397811,0.0007006029,0.0006230548,0.0005116035,0.0007170861,0.0008374589,0.0009056886,0.001031901,0.003359663],"category_scores_gemma":[0.006462072,0.0003671781,0.0007549177,0.0003028284,0.0006762668,0.0007967045,0.001070373,0.001393411,0.0004765965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001424727,"about_ca_system_score_gemma":0.002419332,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001621157,"about_ca_topic_score_gemma":0.002185557,"domain_scores_codex":[0.9982508,0.0007310928,0.0001056745,0.0002581395,0.0001768246,0.0004774269],"domain_scores_gemma":[0.9951383,0.00142809,0.0007174368,0.0003714861,0.0004373933,0.001907292],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.04407525,0.724465,0.1166155,0.000698491,0.000399871,0.0004467205,0.006285445,0.002985559,0.005518962,0.0004089761,0.001365295,0.09673494],"study_design_scores_gemma":[0.01122674,0.6563569,0.3111718,0.000249775,0.0004394436,0.0002059008,0.005006713,0.005703881,0.005184291,0.0003867669,0.003944121,0.0001235542],"study_design_candidate":"nonrandomized_trial","study_design_consensus":"nonrandomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998942,0.00002070105,0.0001468139,0.00003657162,0.0000142526,0.0004817343,0.00003543311,0.000007794496,0.0003147646],"genre_scores_gemma":[0.9953327,0.00006665391,0.001430644,0.0001120151,0.00004854584,0.002353245,0.0001323395,0.000004389406,0.0005194436],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003359663,"threshold_uncertainty_score":0.01268095,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02596338675944034,"score_gpt":0.473077787629582,"score_spread":0.4471144008701417,"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."}}