{"id":"W3016646899","doi":"10.1097/aln.0000000000003287","title":"Stress Management Training Improves Overall Performance during Critical Simulated Situations","year":2020,"lang":"en","type":"article","venue":"Anesthesiology","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Randomized controlled trial; Clinical endpoint; Physical therapy; Visual analogue scale; Rating scale; Scale (ratio); Surgery; Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006339489,0.0001207652,0.000216164,0.00007661701,0.0001500269,0.000008932349,0.00007586539,0.00010319,0.0002315281],"category_scores_gemma":[0.0001337715,0.0001179849,0.00004449287,0.0001493286,0.00007325086,0.00006950824,0.00001988479,0.0001795795,0.00008528743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005381706,"about_ca_system_score_gemma":0.00009672604,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001610574,"about_ca_topic_score_gemma":4.32206e-7,"domain_scores_codex":[0.9989472,0.00005658207,0.0002924769,0.0002917278,0.0001263836,0.0002856345],"domain_scores_gemma":[0.9991254,0.0002909843,0.00004698655,0.0001996521,0.0001341495,0.000202865],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005424875,0.0001858917,0.9544774,0.001704032,0.00009438824,0.0001868472,0.01825968,0.0124071,0.002893408,0.001886519,0.0002305386,0.007131761],"study_design_scores_gemma":[0.0007825452,0.0003624697,0.977446,0.0000845195,0.00005403344,0.00003065368,0.002169964,0.01788868,0.0006451712,0.0001205774,0.0002844127,0.0001310001],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893648,0.00008437755,0.00002859351,0.00967883,0.0001097495,0.0003236791,0.000002069483,0.0001423678,0.0002655309],"genre_scores_gemma":[0.9941254,0.00002633291,0.000901657,0.004475206,0.0002690299,0.0000253785,0.00006499988,0.00002165947,0.0000903941],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02296863,"threshold_uncertainty_score":0.4811286,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05976339441931908,"score_gpt":0.3373761606770737,"score_spread":0.2776127662577546,"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."}}