{"id":"W3198926165","doi":"10.7759/cureus.17903","title":"Impact of Geriatric Emergency Fellowship Training on the careers of Emergency Physicians","year":2021,"lang":"en","type":"article","venue":"Cureus","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Workforce; Geriatrics; Emergency department; Family medicine; Nursing; Psychiatry","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"],"consensus_categories":[],"category_scores_codex":[0.004404531,0.0001538469,0.0001346988,0.0004338333,0.001236895,0.0008000116,0.0003891323,0.0004121696,0.005287904],"category_scores_gemma":[0.02957963,0.000107482,0.0002105774,0.0004285275,0.0006865103,0.0006141692,0.001771258,0.000790706,0.0004153015],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00186016,"about_ca_system_score_gemma":0.007182977,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01773753,"about_ca_topic_score_gemma":0.04746349,"domain_scores_codex":[0.9968099,0.001396288,0.0001405338,0.0001040216,0.0006255536,0.0009237116],"domain_scores_gemma":[0.9727488,0.005192935,0.003820143,0.0004260034,0.004785516,0.01302668],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001308279,0.0005183282,0.8473752,0.0003838959,0.00003978041,0.0005584952,0.006058576,0.0002227631,0.0004980554,0.0005329811,0.01886724,0.1248139],"study_design_scores_gemma":[0.00001479585,0.0002804348,0.9700207,0.0004607608,0.00001315648,0.0004997366,0.0126809,0.0001416423,0.0001006984,0.0002338437,0.01553961,0.00001371569],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9710926,0.001367057,0.000259687,0.01240595,0.0002893445,0.00006573479,0.0002413333,0.00002611133,0.01425222],"genre_scores_gemma":[0.9955263,0.001073535,0.0005041812,0.001514466,0.0001075183,0.00003442809,0.0001163848,0.000005447024,0.001117767],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9955955,"threshold_uncertainty_score":0.0352686,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05783823552763925,"score_gpt":0.3385747595916642,"score_spread":0.2807365240640249,"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."}}