{"id":"W6987215039","doi":"","title":"Self-Monitoring of Lifestyle Behaviours in Clinical Cardiac Care","year":2025,"lang":"en","type":"other","venue":"TU/e Research Portal","topic":"Cardiac Health and Mental Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; Health and Social Care Research and Development Division; Stichting voor de Technische Wetenschappen; Brain Injury Research Center; World Cancer Research Fund; Directorate for Biological Sciences; National Institutes of Health; Medical Research Council; Motor Accident Insurance Commission; Suomen Kulttuurirahasto; Canadian Institutes of Health Research; University of Queensland; Public Health Agency; Economic and Social Research Council; European Commission; Technische Universiteit Eindhoven; Diabetes UK; National Health and Medical Research Council; Cancer Research UK; Public Health Agency of Canada; British Heart Foundation; Wellcome Trust","keywords":"Disease; Heart failure; MEDLINE; Diabetes mellitus; Heart disease","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.002667971,0.0002243341,0.001158702,0.0009261466,0.00004741195,0.000007292104,0.0001575385,0.0006492195,0.0003244983],"category_scores_gemma":[0.0003204181,0.0002187173,0.0003790175,0.0005280916,0.0001566606,0.00001851413,0.0001560099,0.001919859,0.00006283123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003138928,"about_ca_system_score_gemma":0.005479643,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008141397,"about_ca_topic_score_gemma":0.0003588647,"domain_scores_codex":[0.9959846,0.000526183,0.0008378656,0.0005310718,0.001208525,0.0009117932],"domain_scores_gemma":[0.9978925,0.0002745533,0.0001489568,0.0006717618,0.0002381407,0.0007740645],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001104343,0.00031657,0.8390065,0.004415987,0.00006600669,0.000442015,0.0002075808,1.911133e-8,0.000002562826,0.00005259638,0.1449751,0.01040463],"study_design_scores_gemma":[0.002583232,0.00109026,0.4995442,0.00615755,0.0001752737,0.00001920003,0.003791579,6.672271e-7,0.0001235171,0.000004044068,0.4862155,0.0002949332],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.06542747,0.01235132,2.757733e-7,0.0001527978,0.002068772,0.002480178,0.0003963326,0.0001247436,0.9169981],"genre_scores_gemma":[0.4233143,0.03234083,0.001554895,0.0001042268,0.007814214,0.0003720749,0.0009199042,0.000774767,0.5328048],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3841933,"threshold_uncertainty_score":0.9984635,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08030305652415597,"score_gpt":0.5209868031350748,"score_spread":0.4406837466109189,"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."}}