{"id":"W4403805982","doi":"10.1093/eurheartj/ehae666.1241","title":"Left ventricular dysfunction, pulmonary congestion, or both and cardiovascular risk after acute myocardial infarction","year":2024,"lang":"en","type":"article","venue":"European Heart Journal","topic":"Cardiovascular Function and Risk Factors","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre; Institute for Clinical Evaluative Sciences","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Cardiology; Myocardial infarction; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004175902,0.0002222766,0.0002922526,0.0004508168,0.0004589328,0.000602446,0.0005075386,0.0002494883,0.001283134],"category_scores_gemma":[0.00115463,0.0001315683,0.0002714099,0.0009390367,0.0003945134,0.0002083717,0.0003241242,0.0003623295,0.0000916462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001369406,"about_ca_system_score_gemma":0.002129576,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1510071,"about_ca_topic_score_gemma":0.1659336,"domain_scores_codex":[0.99964,0.00006158896,0.00003554098,0.00007735173,0.00008425489,0.000101271],"domain_scores_gemma":[0.9990753,0.00008841343,0.00031704,0.00005487181,0.0001444391,0.0003198507],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000194044,0.00002404245,0.9989491,0.00001096908,0.00003654702,0.00003137097,0.00001506159,0.00003032456,0.0000684326,0.00001300619,0.000130795,0.0004964148],"study_design_scores_gemma":[0.00001972199,0.00005066324,0.9995311,0.000005916083,0.00002267936,0.00005585289,0.00004218648,0.0001136182,0.0000201794,0.00001398951,0.0001221341,0.000001924485],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968876,0.000425778,0.00005757076,0.000088366,0.000008659616,0.0000274898,0.001750532,0.000003411925,0.0007506126],"genre_scores_gemma":[0.9986784,0.0001146443,0.00004586641,0.00003258638,0.00002368594,0.00001986108,0.0009126068,6.599494e-7,0.0001716311],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1510071,"threshold_uncertainty_score":0.3002564,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01331196621554164,"score_gpt":0.2429928696643699,"score_spread":0.2296809034488282,"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."}}