{"id":"W4413277935","doi":"10.2196/56236","title":"Adherence Patterns of Patients Using Remote Patient Management After Myocardial Infarction: Mixed Methods Persona Approach","year":2025,"lang":"en","type":"article","venue":"JMIR Cardio","topic":"Persona Design and Applications","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Leids Universitair Medisch Centrum; Technische Universiteit Delft; Universiteit Leiden","keywords":"Persona; Myocardial infarction; Medicine; Internal medicine; Cardiology; Medical emergency; Computer 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":[],"consensus_categories":[],"category_scores_codex":[0.0002239771,0.0001690534,0.0002585519,0.0001672673,0.00009830448,0.00006463988,0.0004510711,0.00007040423,0.000004689585],"category_scores_gemma":[0.000006077503,0.0001662128,0.0002322778,0.0005449199,0.00003656897,0.000175185,0.0003780883,0.0001145627,0.000005612993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001116303,"about_ca_system_score_gemma":0.00004004825,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004137201,"about_ca_topic_score_gemma":4.711598e-7,"domain_scores_codex":[0.9984468,0.0002223469,0.0002839527,0.0004781994,0.0003295591,0.0002391264],"domain_scores_gemma":[0.9989589,0.00003219664,0.0001024628,0.0007183006,0.0001234895,0.00006464055],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0000494686,0.0002859029,0.01357668,0.0002370442,0.0004313212,0.000006027176,0.002536951,0.0002989201,0.0004843319,0.005035882,0.001355222,0.9757022],"study_design_scores_gemma":[0.002407897,0.0002688846,0.8233935,0.0003246443,0.0002942955,0.00001159643,0.00128724,0.1079252,0.002110289,0.001831778,0.05896113,0.001183582],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08872228,0.00009743516,0.9042731,0.00004323864,0.0004227571,0.0006654038,0.00001798589,0.00006566451,0.005692127],"genre_scores_gemma":[0.7547683,0.000009978087,0.2446844,0.0001872175,0.00003159356,0.0001640036,0.000007388991,0.000007268664,0.0001398535],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9745187,"threshold_uncertainty_score":0.6777961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02048520315651745,"score_gpt":0.3055094806216378,"score_spread":0.2850242774651203,"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."}}