{"id":"W4401044914","doi":"10.2196/52271","title":"The Development of an Electronic Medical Record System to Improve Quality of Care for Individuals With Type 1 Diabetes in Rwanda: Qualitative Study","year":2024,"lang":"en","type":"article","venue":"JMIR Diabetes","topic":"Diabetes Management and Education","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Rural Development Administration; World Diabetes Foundation; Steno Diabetes Center Copenhagen","keywords":"Quality (philosophy); Electronic medical record; Type 2 diabetes; Qualitative research; Medicine; Medical record; Diabetes mellitus; Family medicine; Internal medicine; Endocrinology; Sociology","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":[],"consensus_categories":[],"category_scores_codex":[0.002860527,0.0001584189,0.0004737673,0.0001962559,0.00006259807,0.00003264078,0.0001831593,0.0000619889,0.00001012698],"category_scores_gemma":[0.0002915126,0.0001008265,0.00004772224,0.0005287115,0.00005846629,0.00009293166,0.00005318308,0.0001379177,0.000004079946],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002121908,"about_ca_system_score_gemma":0.0005969282,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001632346,"about_ca_topic_score_gemma":0.0005708439,"domain_scores_codex":[0.9979175,0.0002114297,0.0006408883,0.0003143811,0.0005169657,0.0003988824],"domain_scores_gemma":[0.998526,0.0007166365,0.0001380681,0.0002743518,0.0002430774,0.0001018347],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004246024,0.001245878,0.4808712,0.01088574,0.001383732,7.245466e-7,0.2971925,0.000002140041,0.001612239,0.001786336,0.0003779765,0.204217],"study_design_scores_gemma":[0.0035217,0.01428262,0.3263558,0.003659043,0.0003713631,6.412606e-8,0.6256505,0.0003859391,0.01725206,0.0003145886,0.007677899,0.0005283909],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959375,0.000719164,0.000006909696,0.0002501941,0.0002118722,0.002675111,0.00001463059,0.00004380314,0.0001408087],"genre_scores_gemma":[0.9978851,0.000002648388,0.0006311153,0.00002738672,0.00006531533,0.001191942,0.00006611412,0.00002552537,0.0001048222],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.328458,"threshold_uncertainty_score":0.4111583,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01994728161767496,"score_gpt":0.3708818960988607,"score_spread":0.3509346144811858,"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."}}