{"id":"W7117475106","doi":"10.1016/j.gerinurse.2025.103779","title":"Enhancing adherence: Evaluating interventions for Heart Failure management in older adults","year":2025,"lang":"en","type":"article","venue":"Geriatric Nursing","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Royal University","funders":"Alberta Innovates","keywords":"Psychological intervention; Heart failure; Inclusion (mineral); Disease management; MEDLINE; Health care; Focus (optics)","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000464862,0.0001629556,0.0003108276,0.0005422646,0.0001234499,0.00003680408,0.00006262946,0.00006665116,0.0001196015],"category_scores_gemma":[0.00005821085,0.0001578853,0.0002246047,0.0006415551,0.00001979902,0.00008227648,0.00003561228,0.0001084096,0.00002237413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003221507,"about_ca_system_score_gemma":0.00005624929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002312426,"about_ca_topic_score_gemma":0.00005129621,"domain_scores_codex":[0.9985787,0.00004556195,0.0004514548,0.000372683,0.0001771633,0.0003744723],"domain_scores_gemma":[0.9994984,0.00006506386,0.00006260083,0.0002462862,0.00006801853,0.00005965359],"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":[0.0008443225,0.002160961,0.006214899,0.006400751,0.0004381888,0.00003525487,0.002249604,0.00004069525,0.001215478,0.003587631,0.08107951,0.8957327],"study_design_scores_gemma":[0.098405,0.005339004,0.5736886,0.1590665,0.008175781,0.00006711842,0.04645963,0.009448246,0.0116075,0.009949247,0.07534207,0.002451303],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8539292,0.004302813,0.07415839,0.03615633,0.002906904,0.01472665,0.00000881302,0.0004509581,0.01335996],"genre_scores_gemma":[0.8662392,0.0000246654,0.1268777,0.0002378823,0.0001336959,0.0006086496,0.00004456332,0.00002153132,0.005812044],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8932814,"threshold_uncertainty_score":0.6438375,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02375568594339524,"score_gpt":0.3742026836575961,"score_spread":0.3504469977142008,"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."}}