{"id":"W4387392741","doi":"10.2196/43878","title":"Adoption of Electronic Medical Records for Chronic Disease Care in Kenyan Refugee Camps: Quantitative and Qualitative Prospective Evaluation","year":2023,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Johns Hopkins Bloomberg School of Public Health; Grand Challenges Canada; Johns Hopkins University","keywords":"Medicine; mHealth; Medical record; Refugee; Kenya; Electronic medical record; Family medicine; Diabetes mellitus; Health care; Nursing","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03982865,0.0006714772,0.00081223,0.00313535,0.005639589,0.002590887,0.001413831,0.001003744,0.003442226],"category_scores_gemma":[0.04438424,0.001001886,0.001059048,0.00263424,0.003410833,0.002576162,0.004074942,0.001763836,0.000368058],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006621673,"about_ca_system_score_gemma":0.01262952,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01886488,"about_ca_topic_score_gemma":0.04008953,"domain_scores_codex":[0.9831731,0.01063954,0.001540534,0.0009409547,0.001953965,0.00175189],"domain_scores_gemma":[0.9623465,0.01836539,0.006489359,0.001580091,0.009116158,0.0021024],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0007504089,0.005095582,0.3770743,0.003617202,0.000149045,0.0009693885,0.5466899,0.0001988118,0.001587546,0.0007077233,0.002715305,0.0604448],"study_design_scores_gemma":[0.0002516849,0.003006134,0.2542398,0.002136195,0.0001123385,0.0002880155,0.7330362,0.0003038147,0.0008936562,0.0002083662,0.005410719,0.0001131824],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991428,0.0003052852,0.0003032401,0.0004761498,0.00002002217,0.005182214,0.000836177,0.000007649744,0.001441288],"genre_scores_gemma":[0.9766321,0.0006675073,0.004369176,0.000652014,0.00001834577,0.01614819,0.0007027332,0.0000134891,0.0007964487],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03982865,"threshold_uncertainty_score":0.2106365,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1109983717859348,"score_gpt":0.5578399691108464,"score_spread":0.4468415973249116,"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."}}