{"id":"W2899267711","doi":"10.2196/humanfactors.9317","title":"The Usability of Electronic Medical Record Systems Implemented in Sub-Saharan Africa: A Literature Review of the Evidence","year":2018,"lang":"en","type":"review","venue":"JMIR Human Factors","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fogarty International Center","keywords":"Usability; Electronic medical record; Health care; Electronic health record; Healthcare system; Quality (philosophy); Web usability; Health information technology; Medical record; Information system; Medicine; Computer science; Medical emergency; Engineering; Political science; Human–computer interaction","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.01780682,0.0007910838,0.004183652,0.0002748542,0.0008249779,0.00002217675,0.002880836,0.001299242,0.0003061084],"category_scores_gemma":[0.005382636,0.0003826801,0.001014715,0.002419864,0.0004126582,0.0001382041,0.000533588,0.005319451,0.00004564835],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003004243,"about_ca_system_score_gemma":0.00953446,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008344725,"about_ca_topic_score_gemma":0.005552268,"domain_scores_codex":[0.9727131,0.01589073,0.006661884,0.000887769,0.001837612,0.0020089],"domain_scores_gemma":[0.9837936,0.007248541,0.005208504,0.002687836,0.000757905,0.0003035772],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001885626,0.0001144291,0.002331956,0.896687,0.000183157,0.000002116174,0.0008974898,5.078697e-9,0.000001217092,0.0005388491,0.06237579,0.03684919],"study_design_scores_gemma":[0.0001136624,0.0001629921,0.0002691398,0.4383246,0.00009525575,0.0000035406,0.0000417751,6.602262e-7,1.785534e-7,0.00002185446,0.5608048,0.0001616207],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001209078,0.9803551,0.0000010006,0.0002047151,0.001579666,0.01618614,0.0001529586,0.00004756024,0.0002638113],"genre_scores_gemma":[0.001240116,0.9938079,6.822841e-7,0.00006782504,0.000486693,0.003589687,0.00007140334,0.00009421934,0.0006414404],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.498429,"threshold_uncertainty_score":0.9999973,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1601151121896976,"score_gpt":0.5125654473455898,"score_spread":0.3524503351558922,"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."}}