{"id":"W4328051264","doi":"10.1016/j.giec.2022.11.004","title":"Electronic Medical Records","year":2023,"lang":"en","type":"review","venue":"Gastrointestinal Endoscopy Clinics of North America","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"SickKids Foundation; The Wilson Centre; University of Toronto","funders":"Ontario Ministry of Research, Innovation and Science","keywords":"Benchmarking; Medicine; Interoperability; Quality (philosophy); Electronic medical record; Quality management; Medical record; Endoscopy; Medical emergency; Medical physics; Operations management; Surgery; Management system; Computer science; World Wide Web; Engineering; Business","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006680852,0.0005812092,0.003080817,0.0004566504,0.00006622151,0.00001289137,0.0004267132,0.0001939949,0.0002443473],"category_scores_gemma":[0.006504138,0.000501532,0.001231454,0.001523528,0.0003307086,0.00003940364,0.0001952861,0.002014766,0.0003950321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002571994,"about_ca_system_score_gemma":0.003900076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002147997,"about_ca_topic_score_gemma":0.0002192953,"domain_scores_codex":[0.9954559,0.0002486916,0.001733693,0.0007653083,0.0009841546,0.0008122633],"domain_scores_gemma":[0.9952053,0.002092452,0.001245522,0.000684311,0.0002424162,0.0005299486],"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":[0.001001275,0.0001173183,0.0006196856,0.006848198,0.0001850851,0.0001830091,0.000004733634,0.000001883095,5.655729e-8,0.000003535581,0.0008084291,0.9902268],"study_design_scores_gemma":[0.0007153424,0.0156364,0.0003140625,0.03656543,0.001591349,0.004665354,0.00001201847,0.0001970976,2.141319e-7,0.0000200253,0.9398901,0.000392551],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001994303,0.994002,0.002669179,0.0001026827,0.0005255803,0.0009618741,0.0001028281,0.0004962611,0.000940163],"genre_scores_gemma":[0.00004169489,0.9918076,0.006168023,0.0001019397,0.0006734102,0.0001304826,0.0003506166,0.0001494768,0.0005767383],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9898342,"threshold_uncertainty_score":0.9997436,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05123806198427466,"score_gpt":0.3791044974871909,"score_spread":0.3278664355029163,"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."}}