{"id":"W2755248408","doi":"10.1016/j.atherosclerosis.2017.09.014","title":"Atherosclerosis in frailty: Not frailty in atherosclerosis","year":2017,"lang":"en","type":"letter","venue":"Atherosclerosis","topic":"Frailty in Older Adults","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian VIGOUR Centre; University of Alberta","funders":"","keywords":"Medicine; Gerontology; Cardiology; Internal medicine","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":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.001439102,0.002853453,0.004597521,0.001752657,0.0005123909,0.0006417321,0.002997537,0.006035947,0.001734748],"category_scores_gemma":[0.001270422,0.002912853,0.001602771,0.001299852,0.001152014,0.0008526288,0.0009438224,0.009664434,0.002034122],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002273162,"about_ca_system_score_gemma":0.0007374753,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005940801,"about_ca_topic_score_gemma":0.002345865,"domain_scores_codex":[0.9858628,0.0006579303,0.003024454,0.003958313,0.002784949,0.003711542],"domain_scores_gemma":[0.9900157,0.0009152681,0.001615442,0.00645775,0.0003742029,0.0006216654],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0002999199,0.001377865,0.2134922,0.001311229,0.000527647,0.0004706593,0.00254119,0.00002178804,0.02339142,0.00002764254,0.7481414,0.008397035],"study_design_scores_gemma":[0.01025983,0.0007272077,0.5777326,0.008798888,0.0004255888,0.00005930152,0.000117764,0.000158685,0.004298575,0.0001777783,0.3943985,0.002845287],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.4706877,0.0005190131,0.00004606914,0.5115213,0.002721413,0.004849728,0.001189908,0.0008445344,0.007620253],"genre_scores_gemma":[0.4402644,0.003102406,0.002112637,0.5106704,0.005485806,0.002195373,0.001225139,0.001843225,0.03310058],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.3642403,"threshold_uncertainty_score":0.9991778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09932267612862161,"score_gpt":0.3135864720533373,"score_spread":0.2142637959247157,"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."}}