{"id":"W3159728507","doi":"10.1007/s40200-021-00809-z","title":"More than a quarter of century of excellence in research, clinical care, and education","year":2021,"lang":"en","type":"editorial","venue":"Journal of Diabetes & Metabolic Disorders","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Excellence; Quarter (Canadian coin); Medical education; Psychology; Medicine; Political science; History","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":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0106691,0.0001926355,0.001168779,0.00109869,0.0001822049,0.00001855294,0.00060908,0.0006737121,0.0001010802],"category_scores_gemma":[0.01305743,0.0001566214,0.0002113269,0.001093479,0.0005531987,0.0002834262,0.0001587979,0.003455432,0.000003281451],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001216997,"about_ca_system_score_gemma":0.01821576,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001002495,"about_ca_topic_score_gemma":0.000580851,"domain_scores_codex":[0.990922,0.003523127,0.002397669,0.0003423267,0.001983978,0.000830901],"domain_scores_gemma":[0.9885543,0.005667309,0.00166822,0.0003997348,0.003233023,0.0004773941],"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":[0.00005786265,0.0005042091,0.25401,0.002575133,0.00004560667,4.103844e-7,0.01273242,9.162829e-7,0.00002381527,0.00002465756,0.6854986,0.04452639],"study_design_scores_gemma":[0.001064744,0.0006185446,0.1198026,0.003297268,0.00005082437,8.672346e-8,0.08256254,0.000009386032,0.000008595854,0.0006538668,0.7917827,0.0001488216],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"editorial","genre_scores_codex":[0.580757,0.06459064,0.000001000522,0.0009674992,0.3523479,0.0005691051,0.00004491698,0.000002295112,0.0007196852],"genre_scores_gemma":[0.3667555,0.2200645,0.0008914162,0.0001423845,0.4114439,0.0001418802,0.0001162178,0.00006344883,0.0003806612],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2140014,"threshold_uncertainty_score":0.9988436,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08068260912125194,"score_gpt":0.5315991659105217,"score_spread":0.4509165567892698,"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."}}