{"id":"W4213426964","doi":"10.1159/000523717","title":"Metabolic Syndrome and the Risk of Preclinical Heart Failure: Insights after 17 Years of Follow-Up from the STANISLAS Cohort","year":2022,"lang":"en","type":"article","venue":"Cardiology","topic":"Cardiovascular Function and Risk Factors","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"Agence Nationale de la Recherche","keywords":"Medicine; Waist; Metabolic syndrome; Internal medicine; Cohort; Odds ratio; Heart failure; Prospective cohort study; Logistic regression; Demography; Cardiology; Obesity","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":[0.000958081,0.0001027438,0.0009405957,0.00004091403,0.00007827252,0.00000327304,0.0001015252,0.0000907502,0.000167439],"category_scores_gemma":[0.0003234655,0.00005599718,0.0007586462,0.000145015,0.0005422795,0.0000153875,0.0001696049,0.0004068637,0.000004993166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001432087,"about_ca_system_score_gemma":0.00006764124,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003573296,"about_ca_topic_score_gemma":0.00003230423,"domain_scores_codex":[0.9979306,0.001105901,0.0003154039,0.0002398576,0.0002824461,0.0001257408],"domain_scores_gemma":[0.9984093,0.000765667,0.0001019047,0.0006161819,0.00005669419,0.00005022574],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009734465,0.00001788779,0.9872081,0.000006099561,0.004240069,0.0000407435,0.0007702567,0.00007314008,0.0001182762,0.000189481,0.005887155,0.0004753985],"study_design_scores_gemma":[0.0025317,0.0001260701,0.8172786,0.000004566734,0.001533271,0.0002517016,0.000532617,0.00000649091,0.00003292464,0.0001396622,0.177512,0.00005032056],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.987959,0.01007826,0.00006350965,0.0004278191,0.0007649574,0.0004646889,0.0001182022,0.00001385486,0.0001096533],"genre_scores_gemma":[0.9982627,0.001004727,0.00003553606,0.0003186926,0.0001297955,0.0000767107,0.00002381755,0.00001385185,0.0001341783],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1716249,"threshold_uncertainty_score":0.2283499,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01050652988947922,"score_gpt":0.2374294201928964,"score_spread":0.2269228903034171,"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."}}