{"id":"W4416432364","doi":"10.1016/j.jacadv.2025.102361","title":"Limitations of Risk- and Symptom-Based Screening in Predicting First Myocardial Infarction","year":2025,"lang":"en","type":"article","venue":"JACC Advances","topic":"Acute Myocardial Infarction Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Myocardial infarction; Coronary heart disease; MEDLINE; Coronary artery disease; Disease","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1027764,0.002376358,0.004309427,0.004527407,0.001089046,0.005077488,0.004331485,0.002461404,0.002110097],"category_scores_gemma":[0.2183375,0.0009398078,0.002910106,0.003711618,0.001590511,0.003119993,0.002676083,0.002168058,0.0008154709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001234696,"about_ca_system_score_gemma":0.003451209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01034385,"about_ca_topic_score_gemma":0.0175481,"domain_scores_codex":[0.8975335,0.07180623,0.01145687,0.004360226,0.01312956,0.001713646],"domain_scores_gemma":[0.7080294,0.2422007,0.01177115,0.01237729,0.02176948,0.003852125],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001572167,0.0005775059,0.9016594,0.001265718,0.003311849,0.0001820662,0.0006593157,0.002711959,0.0004762318,0.001285533,0.005610502,0.08068781],"study_design_scores_gemma":[0.0005268265,0.002286402,0.8942725,0.00307086,0.005618478,0.002345681,0.002227301,0.06086191,0.001413201,0.01210074,0.01499786,0.0002780667],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8267231,0.03880894,0.03667723,0.02569792,0.004485191,0.002041015,0.01273635,0.000445483,0.05238479],"genre_scores_gemma":[0.9758431,0.002959406,0.01309927,0.003245824,0.001638308,0.0005648252,0.001677698,0.00005053648,0.0009209744],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1027764,"threshold_uncertainty_score":0.5435401,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03549485724120922,"score_gpt":0.3188922864893992,"score_spread":0.2833974292481899,"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."}}