{"id":"W4415424693","doi":"10.1016/j.cjco.2025.10.003","title":"Secondary Prevention in STEMI Patients: Insights from a Regional Virtual STEMI Clinic","year":2025,"lang":"en","type":"article","venue":"CJC Open","topic":"Acute Myocardial Infarction Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton Health Sciences; Centre Hospitalier Universitaire de Sherbrooke; Population Health Research Institute; McMaster University; Western University","funders":"Hamilton Health Sciences Foundation","keywords":"Secondary prevention; Secondary care; Key (lock); MEDLINE; Risk prevention","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002987467,0.0001213954,0.0004206469,0.0002282598,0.00006819795,0.00006491321,0.0003269402,0.0001548624,0.001072666],"category_scores_gemma":[0.000176024,0.0001092852,0.00009084399,0.0004021675,0.00006987749,0.0002998507,0.0004541419,0.0004529346,0.0004139533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000228724,"about_ca_system_score_gemma":0.0006074324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000590298,"about_ca_topic_score_gemma":0.00008999663,"domain_scores_codex":[0.9984092,0.0002364127,0.0004676954,0.0003866435,0.0003155821,0.0001845013],"domain_scores_gemma":[0.9990212,0.0002019426,0.0000846871,0.0004182729,0.0001711791,0.000102689],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004018457,0.001618614,0.1194392,0.0001111627,0.0008973533,0.0001004848,0.001175271,0.000005390153,0.00113222,0.002261896,0.767486,0.1017539],"study_design_scores_gemma":[0.01369829,0.0008173455,0.4587677,0.0009451496,0.00008385033,0.000003339223,0.001166312,0.000111569,0.0004414583,0.002892287,0.5208419,0.0002307896],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8910673,0.0003166065,0.00009819009,0.004313505,0.0004931928,0.002061738,0.00003766084,0.00003541297,0.1015764],"genre_scores_gemma":[0.9338338,0.0001446047,0.0003598176,0.010686,0.0001947821,0.0002679717,0.0007247667,0.00002719466,0.05376107],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3393285,"threshold_uncertainty_score":0.9998405,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04471477269627629,"score_gpt":0.3765301094747813,"score_spread":0.3318153367785051,"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."}}