{"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":"codex-gemma-dda1882f352a","candidate_categories":["bibliometrics","insufficient_payload"],"consensus_categories":["bibliometrics"],"category_scores_codex":[0.008527674,0.0001625977,0.0006514566,0.04459333,0.0004136648,0.00002449866,0.0002988831,0.0001337276,0.01711029],"category_scores_gemma":[0.00503184,0.0001280606,0.0001197721,0.07732204,0.0005386587,0.00009018852,0.00004458379,0.0007563093,0.00002065356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002681023,"about_ca_system_score_gemma":0.002220578,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000443624,"about_ca_topic_score_gemma":0.00009794799,"domain_scores_codex":[0.9933921,0.001211004,0.001304121,0.0006579069,0.003147953,0.0002868938],"domain_scores_gemma":[0.9913315,0.006344777,0.000241588,0.0007667915,0.0008542772,0.000461056],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006258928,0.0005141461,0.9099777,0.00003208925,0.0001138555,0.000002746441,0.001726871,0.02932951,0.000003025741,0.0001576908,0.04596218,0.01155422],"study_design_scores_gemma":[0.001943075,0.0004904795,0.871529,0.0001138198,0.0002259805,3.620314e-7,0.007797298,0.1119814,0.000005075887,0.0009134805,0.0048808,0.0001191547],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8780593,0.001416394,0.007243073,0.1089792,0.002680345,0.001236277,0.00009133926,0.00002079106,0.000273353],"genre_scores_gemma":[0.9935734,0.00002310469,0.00251733,0.001685702,0.0005487418,0.0002334283,0.0008396388,0.00002088236,0.0005578152],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1155141,"threshold_uncertainty_score":0.9837882,"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."}}