{"id":"W4380442391","doi":"10.1093/ehjqcco/qcad035","title":"Trends in ST-elevation myocardial infarction hospitalization among young adults: a binational analysis","year":2023,"lang":"en","type":"article","venue":"European Heart Journal - Quality of Care and Clinical Outcomes","topic":"Acute Myocardial Infarction Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Joseph’s Healthcare Hamilton; Impact; McMaster University; Population Health Research Institute","funders":"","keywords":"Medicine; Demographics; Myocardial infarction; Demography; Internal medicine; Coronary angiography; Cardiology","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":[],"consensus_categories":[],"category_scores_codex":[0.004436768,0.000148296,0.0007364936,0.001307752,0.0001344065,0.00005986326,0.00008545248,0.000106954,0.0001481897],"category_scores_gemma":[0.002836546,0.000126902,0.0009780795,0.001939285,0.0001865941,0.0002532341,0.00007677156,0.000540268,0.00001710922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009942285,"about_ca_system_score_gemma":0.00007274003,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003028203,"about_ca_topic_score_gemma":0.0001156338,"domain_scores_codex":[0.9956436,0.001428616,0.001497801,0.0003000607,0.0008956827,0.0002342248],"domain_scores_gemma":[0.9977738,0.0007611554,0.0003598888,0.0002235889,0.0006101571,0.0002714485],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002573823,0.0000731945,0.9853861,0.00003542526,0.000839224,0.00001853326,0.0006480253,0.00008025378,0.00000766436,0.00007199543,0.003143411,0.009438761],"study_design_scores_gemma":[0.002071332,0.0004965834,0.9925079,0.00004889521,0.0003098533,0.000009211161,0.001463353,0.0003072754,0.000001213115,0.00003581932,0.002628118,0.0001204839],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911911,0.00009640154,0.0001622259,0.006088171,0.0003116762,0.0001656906,0.00003714479,0.0000466417,0.001900944],"genre_scores_gemma":[0.9969424,0.000693767,0.0001654362,0.001106553,0.0003229856,0.000002983321,0.0004242263,0.00001985063,0.0003217983],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009318277,"threshold_uncertainty_score":0.5174912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08572340507689678,"score_gpt":0.452230096947491,"score_spread":0.3665066918705942,"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."}}