{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001088901,0.0002483885,0.0003737479,0.002097848,0.000387364,0.0007554877,0.0004061127,0.0004291023,0.001256739],"category_scores_gemma":[0.002410001,0.0003482015,0.001112746,0.003731197,0.0002365692,0.0008539513,0.0008898634,0.0005595901,0.0002893879],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007969889,"about_ca_system_score_gemma":0.0007110342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03458742,"about_ca_topic_score_gemma":0.04653783,"domain_scores_codex":[0.9991553,0.0001736838,0.0001861111,0.0001834656,0.0001373261,0.0001640834],"domain_scores_gemma":[0.9977679,0.0002750536,0.001203582,0.0001333761,0.0003261318,0.0002938947],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003369066,0.000009936666,0.9992607,0.00001188073,0.00006119838,0.00001361921,0.00004032883,0.0000233923,0.00002626728,0.00000745802,0.00009399026,0.0004174673],"study_design_scores_gemma":[0.000002262145,0.0000255866,0.9994344,0.000009259758,0.00003346316,0.0000464399,0.0001653834,0.0001351921,0.00001181119,0.000008368383,0.0001254735,0.000002346818],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950407,0.0004509843,0.00008597392,0.00008470497,0.000008363572,0.00001418297,0.003947639,0.000006904038,0.0003605305],"genre_scores_gemma":[0.995944,0.0003681348,0.0001479183,0.00007942984,0.00001081234,0.00004371836,0.003234416,0.000005650995,0.0001658271],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03458742,"threshold_uncertainty_score":0.0687722,"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."}}