{"id":"W6977429047","doi":"10.6084/m9.figshare.28406213","title":"Additional file 1 of Analytical validation of Exandra: a clinical decision support system for promoting guideline-directed therapy of type-2 diabetes in primary care – a collaborative study with experts from Diabetes Canada","year":2025,"lang":"en","type":"article","venue":"Figshare","topic":"Natural Antidiabetic Agents Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Primary care; Decision support system; Diabetes mellitus; Clinical decision support system; Primary health care; Diabetes treatment","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.008429362,0.0008730474,0.001056292,0.002453196,0.001628541,0.002821723,0.001850022,0.001135139,0.7477348],"category_scores_gemma":[0.1380251,0.00064265,0.00111164,0.003450536,0.0006524968,0.001107636,0.001361214,0.001129014,0.09525055],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003999469,"about_ca_system_score_gemma":0.01050911,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05852247,"about_ca_topic_score_gemma":0.0893127,"domain_scores_codex":[0.9959766,0.001415522,0.0007581774,0.0006200863,0.0009711541,0.0002583113],"domain_scores_gemma":[0.8029507,0.1652054,0.004249146,0.006415911,0.01930903,0.001869717],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0007334372,0.0001494502,0.00380977,0.001889264,0.00006158116,0.00004159032,0.0001723882,0.0005208446,0.00005552978,0.0007150475,0.9804485,0.01140251],"study_design_scores_gemma":[0.0131531,0.0004264657,0.05254528,0.005432902,0.0004530038,0.0003565148,0.001241166,0.005107674,0.001574888,0.0116683,0.9077574,0.0002832601],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.0007224505,0.00002279501,0.0009390859,0.0003035208,0.00004464214,0.0005392256,0.994833,0.0005850242,0.002010269],"genre_scores_gemma":[0.03867974,0.0001916492,0.02496509,0.001441864,0.0001658308,0.01547712,0.9013343,0.002261829,0.0154825],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7477348,"threshold_uncertainty_score":0.3598257,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02661695412394318,"score_gpt":0.3109096543883533,"score_spread":0.2842927002644101,"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."}}