{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01566476,0.0004422054,0.0008692676,0.002502542,0.001686266,0.001597744,0.001100861,0.0008282847,0.001916255],"category_scores_gemma":[0.01824496,0.000535575,0.00143526,0.002159075,0.0006357136,0.00102255,0.001832634,0.0006766659,0.0002842091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001707676,"about_ca_system_score_gemma":0.001738548,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004609003,"about_ca_topic_score_gemma":0.007310238,"domain_scores_codex":[0.9833338,0.01268398,0.001231565,0.001137536,0.001195561,0.0004176823],"domain_scores_gemma":[0.9907959,0.005317728,0.001748038,0.0008053088,0.001046151,0.0002868975],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.001561726,0.005781198,0.7747067,0.00162998,0.001442627,0.0003579804,0.09916167,0.0007048135,0.001754177,0.001120267,0.0007894022,0.1109895],"study_design_scores_gemma":[0.0006942041,0.01204308,0.8053439,0.0008662622,0.001011036,0.0007341629,0.1560517,0.01233973,0.003100263,0.002535821,0.005065091,0.0002147872],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9862375,0.0003183488,0.008359342,0.0001798455,0.00001482328,0.003640305,0.0004342537,0.00002179278,0.0007938289],"genre_scores_gemma":[0.9683349,0.0003268066,0.01968135,0.0002982334,0.00001671361,0.01038434,0.0003847769,0.00001204144,0.0005607271],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01566476,"threshold_uncertainty_score":0.08284414,"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."}}