{"id":"W4210853176","doi":"10.3389/fmed.2021.801277","title":"Research Hotspots and Trend Exploration on the Clinical Translational Outcome of Simulation-Based Medical Education: A 10-Year Scientific Bibliometric Analysis From 2011 to 2021","year":2022,"lang":"en","type":"article","venue":"Frontiers in Medicine","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bibliometrics; Translational research; Outcome (game theory); Medicine; Medical education; Psychology; Library science; Computer science; Pathology","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":["metaresearch","bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.02023149,0.0009631669,0.002820692,0.1427154,0.001310042,0.005787875,0.001052593,0.0009380092,0.003345963],"category_scores_gemma":[0.05605768,0.0003783076,0.004194086,0.1754269,0.0009810925,0.004930079,0.003581917,0.0008357558,0.0007339648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003308184,"about_ca_system_score_gemma":0.006900567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006278265,"about_ca_topic_score_gemma":0.006113346,"domain_scores_codex":[0.9835434,0.002999701,0.005349676,0.001705925,0.00553241,0.0008689109],"domain_scores_gemma":[0.9177902,0.04064386,0.02071115,0.002339869,0.01690421,0.001610627],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008273979,0.0001699478,0.6139931,0.0455521,0.005744403,0.0009634704,0.00417083,0.00291019,0.001150175,0.00371528,0.01743016,0.3033729],"study_design_scores_gemma":[0.00009003765,0.0002802134,0.9145085,0.01442553,0.006485627,0.001307472,0.005974808,0.003988223,0.001217739,0.003163888,0.04838654,0.0001714597],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5879436,0.2865091,0.005638734,0.007741827,0.0006620145,0.001097452,0.09201014,0.0007156875,0.01768154],"genre_scores_gemma":[0.8718174,0.08476274,0.005842553,0.0004624893,0.0006107971,0.001187816,0.03400775,0.0001064602,0.001201958],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9797685,"threshold_uncertainty_score":0.1069956,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2354485798467147,"score_gpt":0.5099650309232079,"score_spread":0.2745164510764931,"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."}}