{"id":"W2021572137","doi":"10.1111/j.1365-2923.2009.03525.x","title":"Medical education: striving for mediocrity?","year":2009,"lang":"en","type":"article","venue":"Medical Education","topic":"Innovations in Medical Education","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Mediocrity principle; Citation; Library science; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02151679,0.0008543061,0.001357264,0.002242766,0.01258309,0.01792465,0.002949155,0.02514045,0.01679241],"category_scores_gemma":[0.06329685,0.0005411142,0.0007170578,0.001916081,0.04812546,0.02475505,0.01433274,0.04951875,0.003835765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007407213,"about_ca_system_score_gemma":0.02159274,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005273229,"about_ca_topic_score_gemma":0.01024429,"domain_scores_codex":[0.9841838,0.005756185,0.0006913454,0.001620799,0.005116879,0.002631028],"domain_scores_gemma":[0.930142,0.02159598,0.006477443,0.004058259,0.01038231,0.02734395],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001188013,0.0003790931,0.002704027,0.0004787566,0.00014746,0.0002078551,0.005028008,0.0001454025,0.0004030586,0.3769721,0.5268115,0.08660393],"study_design_scores_gemma":[0.0002044464,0.0001201725,0.005032345,0.001672501,0.00009925022,0.0003984244,0.009954295,0.0003082219,0.0003413847,0.3884977,0.5932372,0.0001340501],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001027177,0.00656462,0.0003275131,0.9794782,0.005990462,0.000003674901,0.00001141952,0.00002238035,0.00657454],"genre_scores_gemma":[0.1152309,0.008107242,0.001422222,0.8416138,0.02576274,0.00004790136,0.00002993674,0.00008848562,0.007696737],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02514045,"threshold_uncertainty_score":0.113793,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01119795372181336,"score_gpt":0.3897647218838746,"score_spread":0.3785667681620613,"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."}}