{"id":"W4310217045","doi":"10.1093/eurjpc/zwac282","title":"Health status and cognitive function for risk stratification in chronic coronary and peripheral artery disease","year":2022,"lang":"en","type":"article","venue":"European Journal of Preventive Cardiology","topic":"Peripheral Artery Disease Management","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact; Hamilton Health Sciences; McMaster University; Population Health Research Institute","funders":"Health Research; Heart and Stroke Foundation of Canada; Population Health Research Institute","keywords":"Medicine; Risk stratification; Coronary artery disease; Cardiology; Cognition; Internal medicine; Disease; Stratification (seeds); Peripheral; Psychiatry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007514098,0.001222373,0.00118114,0.001697956,0.0004443465,0.00133985,0.001217595,0.0008560356,0.002025934],"category_scores_gemma":[0.01365008,0.0003344622,0.001826195,0.001514446,0.0005769089,0.0007785087,0.001187305,0.001558304,0.0003091428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005262867,"about_ca_system_score_gemma":0.00153267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008087133,"about_ca_topic_score_gemma":0.01149034,"domain_scores_codex":[0.9973443,0.001828117,0.0001480121,0.0002319693,0.0003015601,0.0001460684],"domain_scores_gemma":[0.993804,0.003173272,0.001223164,0.0004949845,0.0005816462,0.000722847],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00150891,0.0002070208,0.9607734,0.0002282103,0.001338494,0.00007012509,0.00007089596,0.001733464,0.0001303051,0.0004063933,0.001329934,0.03220276],"study_design_scores_gemma":[0.0002485232,0.0009996139,0.9760652,0.0002087971,0.001024267,0.0001973188,0.00009560987,0.01695295,0.0001276038,0.002603492,0.001432351,0.0000442545],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9568788,0.0195178,0.008691036,0.004927123,0.000482982,0.0003916236,0.004361687,0.0002196132,0.004529481],"genre_scores_gemma":[0.9910767,0.001687161,0.004766625,0.000371505,0.0003999798,0.0001246519,0.001088956,0.00001311587,0.0004714568],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008087133,"threshold_uncertainty_score":0.03973883,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01606399947476808,"score_gpt":0.2728477056332086,"score_spread":0.2567837061584406,"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."}}