{"id":"W3175720229","doi":"10.1371/journal.pone.0254008","title":"Long-term risk of death and recurrent cardiovascular events following acute coronary syndromes","year":2021,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Acute Myocardial Infarction Research","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Institutes of Health Research; Canadian VIGOUR Centre; University of Alberta","funders":"","keywords":"Medicine; Mace; Myocardial infarction; Internal medicine; Acute coronary syndrome; Hazard ratio; Unstable angina; Cardiology; Population; Heart failure; Angina; Proportional hazards model; Stroke (engine); Percutaneous coronary intervention; Confidence interval","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001147902,0.0002654729,0.0003920066,0.0004536408,0.0002459888,0.0006131945,0.000574802,0.0005383039,0.0005150108],"category_scores_gemma":[0.002763489,0.0002302963,0.0005301011,0.0005427662,0.0003019405,0.0003646712,0.0006183414,0.0008277333,0.0001351654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007940056,"about_ca_system_score_gemma":0.0007188072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03942506,"about_ca_topic_score_gemma":0.05811868,"domain_scores_codex":[0.9993895,0.0001393397,0.00006063903,0.0001073144,0.0001708897,0.0001322812],"domain_scores_gemma":[0.9980894,0.000226982,0.0008658414,0.0001477524,0.0002998089,0.0003701539],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001760578,0.00002134975,0.998349,0.00001469304,0.0001339104,0.00004796914,0.00002849927,0.0001071705,0.00007287488,0.00002092012,0.00008967662,0.0009379442],"study_design_scores_gemma":[0.000004241489,0.00005602598,0.9995012,0.000003713614,0.00003087299,0.00006164498,0.0000235412,0.000220985,0.00001279847,0.00001614883,0.00006623994,0.000002546842],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976873,0.000983892,0.0001187202,0.00006622227,0.000006735252,0.000009899509,0.0008004036,0.000006796524,0.0003198837],"genre_scores_gemma":[0.9979614,0.0002543648,0.00009426852,0.00002809193,0.00001869838,0.000007932472,0.001442476,0.000001199294,0.0001916031],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03942506,"threshold_uncertainty_score":0.07839119,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06099367303985282,"score_gpt":0.3054851127682528,"score_spread":0.2444914397284,"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."}}