{"id":"W4404543446","doi":"10.3390/pharmacy12060171","title":"Cardiovascular Diseases and Metabolic Medications in the Lebanese Population: A Post Hoc Analysis from a Nationwide Cross-Sectional Study","year":2024,"lang":"en","type":"article","venue":"Pharmacy","topic":"Diabetes, Cardiovascular Risks, and Lipoproteins","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Dyslipidemia; Medicine; Diabetes mellitus; Logistic regression; Internal medicine; Cross-sectional study; Population; Environmental health; Endocrinology","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":[0.0009292085,0.0001676906,0.0004925287,0.0004660191,0.000157462,0.000220953,0.0001371444,0.0000312818,0.0002222471],"category_scores_gemma":[0.0001610771,0.0001203032,0.0007671066,0.001404417,0.00007096896,0.0002513411,0.00004248255,0.0002284571,0.0000270821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003948839,"about_ca_system_score_gemma":0.0000897922,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03382304,"about_ca_topic_score_gemma":0.001205766,"domain_scores_codex":[0.9977727,0.0002922468,0.000345716,0.0004720826,0.0009376671,0.000179606],"domain_scores_gemma":[0.9990216,0.0001985201,0.00003308596,0.0005037502,0.0001189317,0.0001241232],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005819425,0.0002926444,0.9444453,0.00003971869,0.01353874,0.0001319033,0.001315813,0.000270554,0.000008193005,0.00004901012,0.00004180755,0.03980817],"study_design_scores_gemma":[0.00161158,0.00002863103,0.9717947,0.00001338437,0.0102137,0.00002144683,0.0002464614,0.001555002,0.000006906906,0.000116897,0.01426979,0.0001214554],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9138979,0.08407286,0.0001350501,0.0005353349,0.0002075713,0.0007977372,0.0001581987,0.00008911597,0.0001062507],"genre_scores_gemma":[0.9972245,0.0007367947,0.00004876088,0.0002517411,0.0008044468,0.0003293664,0.0005297179,0.00002055511,0.00005414155],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08333606,"threshold_uncertainty_score":0.9726108,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02329002047261829,"score_gpt":0.3402979739252032,"score_spread":0.3170079534525849,"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."}}