{"id":"W4313652574","doi":"10.2147/ppa.s385246","title":"Evaluation of Health Literacy Levels and Associated Factors Among Patients with Acute Coronary Syndrome and Heart Failure in Qatar","year":2023,"lang":"en","type":"article","venue":"Patient Preference and Adherence","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Qatar National Library; Qingdao University of Science and Technology; Qatar University","keywords":"Medicine; Health literacy; Acute coronary syndrome; Observational study; Psychological intervention; Literacy; Pharmacist; Marital status; Family medicine; Health care; Heart failure; Cross-sectional study; Internal medicine; Population; Pharmacy; Nursing; Environmental health; Myocardial infarction","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":[0.002134236,0.0001697459,0.0003738831,0.0001732695,0.0003482311,0.00002254621,0.00007258938,0.0001227497,0.0000981649],"category_scores_gemma":[0.0003189346,0.0001265662,0.00001197672,0.0004184378,0.00009619997,0.001447286,0.0001257696,0.0003470576,0.000006511828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000101261,"about_ca_system_score_gemma":0.0003778204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005731437,"about_ca_topic_score_gemma":0.0003299579,"domain_scores_codex":[0.9966973,0.0009929821,0.001059572,0.0003150036,0.0005497156,0.0003854078],"domain_scores_gemma":[0.9981425,0.0003259562,0.0006485375,0.0001824707,0.0005358498,0.0001646785],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002504827,0.00005321253,0.9721515,0.0002709156,0.00001283422,2.344349e-7,0.01054535,0.000002724411,0.000002408514,0.00001254615,0.00005849899,0.01686474],"study_design_scores_gemma":[0.001293492,0.0005810634,0.9933937,0.001081838,0.00001581034,3.649786e-7,0.001327851,0.001836988,0.000003498814,0.0002932505,0.00004567983,0.0001264696],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977235,0.00007683605,0.00001352401,0.00009294759,0.0000732581,0.001639063,0.0002977874,0.00003978619,0.00004332269],"genre_scores_gemma":[0.9991354,0.00005521784,0.0001514903,0.0002081698,0.000001977197,0.0001304924,0.0002911549,0.000007952322,0.00001812981],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0212422,"threshold_uncertainty_score":0.516122,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1256938516186529,"score_gpt":0.4110481575270267,"score_spread":0.2853543059083739,"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."}}