{"id":"W3108335570","doi":"10.1093/ehjci/ehaa946.2912","title":"Validation and comparison of six risk scores for post acute myocardial infarction infection","year":2020,"lang":"en","type":"article","venue":"European Heart Journal","topic":"Acute Myocardial Infarction Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Internal medicine; Mace; Myocardial infarction; Percutaneous coronary intervention; Framingham Risk Score; Conventional PCI; Acute coronary syndrome; Ejection fraction; Clinical endpoint; Renal function; Cardiology; Heart failure; Clinical trial","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01114468,0.001470743,0.001036688,0.003139386,0.0004540098,0.001641514,0.0009082581,0.0008587901,0.001130501],"category_scores_gemma":[0.02520403,0.0003212387,0.002309059,0.001543645,0.0005647291,0.0009439627,0.001457418,0.001053106,0.0005043975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005410606,"about_ca_system_score_gemma":0.0009320048,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001306573,"about_ca_topic_score_gemma":0.001047599,"domain_scores_codex":[0.9935418,0.002954549,0.0007239214,0.0006498141,0.001743702,0.0003862304],"domain_scores_gemma":[0.9811969,0.008778598,0.004230996,0.001021624,0.003749495,0.001022316],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001463121,0.0002857154,0.9780044,0.00008987878,0.0006271012,0.00004853871,0.000142725,0.002053858,0.0003770725,0.000234554,0.0005499042,0.01612303],"study_design_scores_gemma":[0.000445234,0.002669623,0.9363648,0.0001656349,0.0008023496,0.0004910068,0.0004620416,0.05287633,0.002119812,0.001466613,0.002041741,0.00009502906],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9885775,0.0007402595,0.006684467,0.0001660935,0.0001030419,0.0003317964,0.001232328,0.00008582145,0.002078668],"genre_scores_gemma":[0.9931278,0.0001947617,0.004850318,0.00003989935,0.00003653074,0.0001597267,0.001317661,0.00001114362,0.0002621541],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01114468,"threshold_uncertainty_score":0.0589394,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06883772688289595,"score_gpt":0.3705954738007917,"score_spread":0.3017577469178957,"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."}}