{"id":"W6902359367","doi":"10.6084/m9.figshare.28406213.v1","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":"Open MIND","topic":"Electronic Health Records Systems","field":"Health Professions","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":[0.007936707,0.0007848869,0.0008652309,0.002721766,0.001883987,0.002385099,0.001760755,0.001150541,0.7455749],"category_scores_gemma":[0.1427736,0.0005779364,0.0008099597,0.003882719,0.0006318586,0.001257583,0.0012692,0.001072755,0.08488978],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004332292,"about_ca_system_score_gemma":0.0111679,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06833553,"about_ca_topic_score_gemma":0.1022347,"domain_scores_codex":[0.995779,0.001274599,0.0008562503,0.000547551,0.001272371,0.0002701482],"domain_scores_gemma":[0.804733,0.1537525,0.005502696,0.006912129,0.02719808,0.001901617],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0005167643,0.0002363051,0.004098918,0.002017272,0.00003992104,0.00004472787,0.0002232856,0.0004283015,0.0000726395,0.0008020115,0.978196,0.01332378],"study_design_scores_gemma":[0.008700447,0.0004779146,0.06505006,0.005726761,0.0002822056,0.0003911741,0.00161745,0.003635753,0.001696731,0.0084281,0.9037407,0.000252688],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.0007810614,0.0000151675,0.0007681554,0.0002619291,0.00003673058,0.0006408747,0.9952998,0.000319275,0.001876922],"genre_scores_gemma":[0.03239635,0.0001468543,0.02015309,0.001076227,0.0001386749,0.01926474,0.9094231,0.001220151,0.01618083],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9316645,"threshold_uncertainty_score":0.3629065,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05378139153300085,"score_gpt":0.4339868970363564,"score_spread":0.3802055055033555,"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."}}