{"id":"W3161260472","doi":"10.1093/eurjpc/zwab061.104","title":"Cognitive impairment, health literacy, secondary prevention capacity and behaviours in acute coronary syndrome patients at early discharge: a prospective observational study","year":2021,"lang":"en","type":"article","venue":"European Journal of Preventive Cardiology","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Montreal Cognitive Assessment; Health literacy; Dementia; Observational study; Acute coronary syndrome; Cognition; Depression (economics); Cognitive decline; Physical therapy; Gerontology; Cognitive impairment; Psychiatry; Health care; Internal medicine; Disease; Myocardial infarction","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001905549,0.0002309835,0.0007358899,0.0002542814,0.0001370104,0.00003411889,0.00009587213,0.00003689145,0.0001532886],"category_scores_gemma":[0.0001527635,0.0002076631,0.0002484972,0.0002587853,0.0001620199,0.0003878775,0.0002906533,0.0006504286,0.00001300819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003129107,"about_ca_system_score_gemma":0.0003778524,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006174582,"about_ca_topic_score_gemma":0.000009792399,"domain_scores_codex":[0.9942677,0.003627265,0.0008052126,0.0004323381,0.0004765801,0.0003909282],"domain_scores_gemma":[0.9978457,0.0001172966,0.0004959832,0.0001325958,0.00114884,0.0002595896],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0012252,0.001796137,0.9790844,0.00005004957,0.001148911,0.007283631,0.001998157,3.08167e-7,0.0001217617,0.00000511666,0.0001131431,0.007173179],"study_design_scores_gemma":[0.01124005,0.01384096,0.9694963,0.000452503,0.0003777883,0.003641903,0.0006472407,0.000001569997,0.00006503254,0.00006657183,0.00002181836,0.0001482581],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965944,0.0007674769,0.0002633213,0.0001518575,0.0001809879,0.001494494,0.0001554038,0.000008714535,0.0003833222],"genre_scores_gemma":[0.9982516,0.0001976887,0.0002440765,0.0001500173,0.00006095174,0.00002693257,0.0001787056,0.00003102212,0.0008590598],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01204482,"threshold_uncertainty_score":0.8468256,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04118194149053103,"score_gpt":0.3437086773659094,"score_spread":0.3025267358753784,"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."}}