{"id":"W3193376165","doi":"10.36834/cmej.71760","title":"Shaken and stirred: emotional state, cognitive load, and performance of junior residents in simulated resuscitation","year":2021,"lang":"en","type":"article","venue":"Canadian Medical Education Journal","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Cognition; Cognitive load; Resuscitation; State (computer science); Computer science; Psychology; Medicine; Emergency medicine; Psychiatry; Algorithm","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008804699,0.0002211248,0.0001266206,0.0002659994,0.0002873347,0.000564879,0.0001781571,0.0002655623,0.002351907],"category_scores_gemma":[0.007040376,0.0001220959,0.0001877396,0.000155984,0.0004043599,0.0002500322,0.0006900076,0.0005506208,0.0003354046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003798854,"about_ca_system_score_gemma":0.000471612,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001383559,"about_ca_topic_score_gemma":0.002657489,"domain_scores_codex":[0.9996324,0.000123804,0.00002818656,0.00002734793,0.0001135064,0.00007465723],"domain_scores_gemma":[0.9973677,0.0005341197,0.0008644747,0.00008498358,0.0002826169,0.0008661094],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003760402,0.0006077162,0.9807108,0.00004985209,0.00005042299,0.0001046561,0.002440614,0.000326829,0.001889082,0.00003931773,0.000459508,0.01294518],"study_design_scores_gemma":[0.000004719816,0.0004984963,0.9965822,0.00001133392,0.000008630142,0.00009294793,0.001794914,0.0004314496,0.0003225177,0.00004127825,0.0002036351,0.000007913],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995921,0.00001272211,0.00004241303,0.00003922522,0.000002396024,0.000003809328,0.00001321735,0.000001944214,0.0002921413],"genre_scores_gemma":[0.9997073,0.00002334373,0.00007741436,0.00001969363,0.000003459285,0.000004604137,0.00003471776,7.429723e-7,0.0001286518],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002351907,"threshold_uncertainty_score":0.007867932,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01779673854103903,"score_gpt":0.3398030891226241,"score_spread":0.3220063505815851,"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."}}