{"id":"W4300689452","doi":"10.1177/20552076221129064","title":"A digital self-care intervention for Ugandan patients with heart failure and their clinicians: User-centred design and usability study","year":2022,"lang":"en","type":"article","venue":"Digital Health","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto; Ted Rogers Centre for Heart Research; University Health Network","funders":"Fogarty International Center","keywords":"Usability; Psychological intervention; Medicine; Intervention (counseling); Digital health; Health care; mHealth; Short Message Service; eHealth; Nursing; Medical emergency; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001896774,0.0001911349,0.000361681,0.00007266083,0.0002625492,0.0001325649,0.00004098912,0.00002199753,0.000007964326],"category_scores_gemma":[0.00003021132,0.0001388569,0.00006962688,0.0001183135,0.00003720536,0.0003077359,0.000112927,0.0001048123,0.000001520415],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001958125,"about_ca_system_score_gemma":0.0000893021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001749661,"about_ca_topic_score_gemma":0.00003732917,"domain_scores_codex":[0.9986907,0.00007479308,0.000319968,0.0004161954,0.0002108458,0.0002875473],"domain_scores_gemma":[0.9993095,0.0001110577,0.00008900621,0.0002104905,0.00007604337,0.0002038526],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009332361,0.003493817,0.9419007,0.0003344335,0.000132053,0.000002512802,0.00344178,0.000001699447,8.556337e-8,0.0000132798,0.001995584,0.04775079],"study_design_scores_gemma":[0.03042509,0.05875199,0.6236678,0.0002270669,0.0001618626,0.00001775494,0.08009566,0.0002074752,0.000004905805,0.00009770055,0.2058717,0.0004709403],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905315,0.0001898954,0.0006223127,0.002341721,0.0000489335,0.005875668,0.0002469005,0.0001074603,0.00003562691],"genre_scores_gemma":[0.9980667,0.000003282479,0.0008744038,0.0002487043,0.00002142308,0.000248681,0.0003982379,0.00002516196,0.0001133741],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3182329,"threshold_uncertainty_score":0.5662421,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02116601871018509,"score_gpt":0.286888407841731,"score_spread":0.2657223891315459,"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."}}