{"id":"W4381164238","doi":"10.12927/hcpol.2023.27092","title":"Use of Electronic Medical Record Data to Create a Dashboard on Access to Primary Care","year":2023,"lang":"en","type":"review","venue":"Healthcare policy","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"Canadian Institutes of Health Research","keywords":"Dashboard; Electronic medical record; Medical record; Primary care; Computer science; World Wide Web; Process management; Data science; Medicine; Internet privacy; Engineering; Family medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.004396422,0.00129119,0.00628568,0.002851313,0.0008130494,0.00006045327,0.005349106,0.002520195,0.0001790729],"category_scores_gemma":[0.007884558,0.00111706,0.0004703187,0.005094517,0.00006881696,0.0003063472,0.004150638,0.006402815,0.0046789],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01370819,"about_ca_system_score_gemma":0.1071531,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1386032,"about_ca_topic_score_gemma":0.1010637,"domain_scores_codex":[0.9773499,0.007317487,0.005363628,0.0025942,0.002198358,0.005176412],"domain_scores_gemma":[0.9816122,0.005706328,0.001968395,0.006280986,0.000783056,0.003649004],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009616012,0.000042525,0.0001037124,0.2250235,0.0001300425,0.0000268694,0.0008009583,4.115938e-7,3.437183e-8,0.001405592,0.06963797,0.7027322],"study_design_scores_gemma":[0.0002674381,0.0008904725,0.00009808364,0.1281141,0.0001329511,0.00001468258,0.000105921,0.000004064201,5.250309e-8,0.00003557018,0.8697019,0.0006347834],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001034234,0.9385667,0.00002836837,0.02890113,0.002852341,0.02146214,0.005735589,0.0008464764,0.001503803],"genre_scores_gemma":[0.00001733633,0.9561515,0.0001537861,0.02638982,0.005385416,0.004543402,0.003559449,0.0006625461,0.003136752],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8000639,"threshold_uncertainty_score":0.999984,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6512504018986178,"score_gpt":0.6381836682413226,"score_spread":0.01306673365729527,"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."}}