{"id":"W2052114048","doi":"10.1378/chest.13-0987","title":"The Emotional and Cognitive Impact of Unexpected Simulated Patient Death","year":2013,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":144,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"Health Research Board","keywords":"Medicine; Level of consciousness; Observational study; Cardiorespiratory fitness; Cognition; Randomized controlled trial; Cognitive load; Affect (linguistics); Ingestion; Physical therapy; Clinical psychology; Psychiatry; Psychology; Surgery; Anesthesia; Internal medicine; Communication","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001121597,0.00008199101,0.0001251971,0.00007194868,0.0002024928,0.00003262005,0.00003100292,0.00005060178,0.0005329308],"category_scores_gemma":[0.0003736309,0.00004913715,0.00006849254,0.0001300563,0.00007354964,0.00007397565,0.000008803873,0.0002383615,0.00001309915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000129836,"about_ca_system_score_gemma":0.0004613848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001199378,"about_ca_topic_score_gemma":6.818649e-7,"domain_scores_codex":[0.9991722,0.00006437589,0.0003145601,0.00007999762,0.0002156668,0.0001531649],"domain_scores_gemma":[0.9975455,0.0006508149,0.0001962295,0.00008516709,0.001302634,0.0002196471],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009673975,0.00008912808,0.9904982,0.00002668574,0.0001212419,0.000002923762,0.001971114,0.0003478933,0.0003494231,0.00001808939,0.0003909229,0.006087604],"study_design_scores_gemma":[0.0008381634,0.0003639561,0.9929159,0.0001521526,0.00003635361,0.0001592443,0.001549723,0.003284067,0.000267819,0.0003673206,0.00001889957,0.00004636736],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976276,0.0005335675,0.00006217365,0.001202563,0.0001410463,0.0002783727,0.000005376413,0.00001003289,0.000139319],"genre_scores_gemma":[0.9995058,0.00002839748,0.000124267,0.0001004995,0.0001691784,0.000004140009,0.00001599759,0.00001058111,0.00004120173],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006041237,"threshold_uncertainty_score":0.5835218,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03064011837719996,"score_gpt":0.3582468998423457,"score_spread":0.3276067814651457,"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."}}