{"id":"W4311282421","doi":"10.1055/s-0042-1742518","title":"Electronic Health Record-Integrated Clinical Decision Support for Clinicians Serving Populations Facing Health Care Disparities: Literature Review","year":2022,"lang":"en","type":"review","venue":"Yearbook of Medical Informatics","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Clinical decision support system; Medicine; Health information technology; Health care; Workflow; Health equity; Family medicine; Specialty; Patient portal; Interoperability; Nursing; Public health; World Wide Web; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01361551,0.001428528,0.004270298,0.01779217,0.0008307216,0.003376431,0.002831514,0.003059966,0.005274495],"category_scores_gemma":[0.06976639,0.001255751,0.004745069,0.01803229,0.0009361383,0.00512669,0.00212244,0.001467256,0.0006894916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003910367,"about_ca_system_score_gemma":0.02029304,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00813151,"about_ca_topic_score_gemma":0.01952712,"domain_scores_codex":[0.9877368,0.003949191,0.005094287,0.0008142419,0.002073847,0.0003315155],"domain_scores_gemma":[0.9089206,0.06523297,0.01381795,0.000969314,0.0103142,0.0007449551],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001190513,0.00007442877,0.001176107,0.8332354,0.00239304,0.000125806,0.0003399035,0.000143691,0.0001617602,0.0003663212,0.003327889,0.1585366],"study_design_scores_gemma":[0.0001186123,0.0001834858,0.003116429,0.9553563,0.01043844,0.0003688766,0.0005133572,0.0001102659,0.000188487,0.0002414276,0.02933513,0.00002926096],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000599046,0.9976664,0.0001870683,0.0006866393,0.0001661481,0.0001568379,0.0001304919,0.000007175507,0.0004001465],"genre_scores_gemma":[0.006403676,0.990616,0.001417432,0.0007934251,0.0002134653,0.0002896123,0.0001734921,0.000004309565,0.00008857282],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01779217,"threshold_uncertainty_score":0.07200658,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.199461654462936,"score_gpt":0.5731715759607894,"score_spread":0.3737099214978534,"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."}}