{"id":"W6958834647","doi":"10.6084/m9.figshare.c.4961657.v1","title":"Impact of the diabetes Canada guideline dissemination strategy on dispensed vascular protective medications for older patients in Ontario, Canada: a linked EMR and administrative data study","year":2020,"lang":"en","type":"other","venue":"Figshare","topic":"Music and Audio Processing","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Guideline; Medical prescription; Diabetes mellitus; Medical record; Population; Electronic medical record; Angiotensin Receptor Blockers; MEDLINE","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":[],"consensus_categories":[],"category_scores_codex":[0.005881624,0.0005881775,0.0008676448,0.002433817,0.002561867,0.002570064,0.002459378,0.0009428679,0.001629045],"category_scores_gemma":[0.02936625,0.0006703103,0.001646603,0.01140696,0.001072611,0.001005405,0.002128801,0.001443241,0.0001949579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05822764,"about_ca_system_score_gemma":0.06397955,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9928443,"about_ca_topic_score_gemma":0.9924133,"domain_scores_codex":[0.9908503,0.001514892,0.001081374,0.001204203,0.003701248,0.001647967],"domain_scores_gemma":[0.9614423,0.004429047,0.01536064,0.001917592,0.0133817,0.003468656],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001054143,0.00005213895,0.9961772,0.00006841206,0.0002129275,0.0000370602,0.0005527082,0.0001302485,0.00002143048,0.00008213716,0.0009389219,0.001621537],"study_design_scores_gemma":[0.00002992651,0.00003163457,0.9975497,0.00006567944,0.0001213155,0.00002561513,0.000558181,0.0007725742,0.00002490981,0.00002103377,0.0007847443,0.00001466102],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.978328,0.001033109,0.0003262657,0.0009998062,0.0000267486,0.0002851742,0.0167321,0.00002146827,0.002247334],"genre_scores_gemma":[0.9916674,0.0004679761,0.0005927644,0.0003944127,0.00003117891,0.0001492611,0.006100469,0.000009814135,0.0005865564],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05822764,"threshold_uncertainty_score":0.4224731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04403037022952072,"score_gpt":0.3064182698805208,"score_spread":0.2623878996510001,"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."}}