{"id":"W3002290462","doi":"10.4103/ijam.ijam_52_17","title":"What's new in academic medicine? Simulation in medical education: An imperative for efficient learning, patient safety, and interprofessional collaboration","year":2017,"lang":"en","type":"article","venue":"International Journal of Academic Medicine","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Debriefing; Patient safety; Teamwork; Medical education; Declaration; Anesthesiology; Health care; Medicine; Psychology; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01034103,0.0009015833,0.001272923,0.002765328,0.003449363,0.01338575,0.002637161,0.009250005,0.0140724],"category_scores_gemma":[0.02882389,0.0004936163,0.001207466,0.002892004,0.01047045,0.02239804,0.006152245,0.01535214,0.004982272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004848471,"about_ca_system_score_gemma":0.00906413,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003580896,"about_ca_topic_score_gemma":0.006712537,"domain_scores_codex":[0.9896119,0.004453463,0.0006266808,0.0008184516,0.003848262,0.0006412516],"domain_scores_gemma":[0.9735168,0.0104064,0.001630693,0.001127973,0.004782505,0.008535745],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001140288,0.0001989813,0.002906028,0.005098175,0.00007064367,0.0005010117,0.003107435,0.0005171966,0.0004314053,0.04404848,0.3533494,0.5896571],"study_design_scores_gemma":[0.00002260516,0.0001697439,0.002677365,0.0110689,0.00004917609,0.002105688,0.004110193,0.0004342157,0.0002255764,0.05753513,0.9215069,0.00009447912],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001139285,0.2649469,0.004088918,0.667695,0.04665126,0.00004457008,0.0000891006,0.0001786791,0.0151663],"genre_scores_gemma":[0.04511904,0.6106688,0.01334138,0.2311829,0.09001715,0.0001521004,0.000236614,0.0002053863,0.009076538],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0140724,"threshold_uncertainty_score":0.05468929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04524106407937692,"score_gpt":0.5026484382146061,"score_spread":0.4574073741352292,"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."}}