{"id":"W4387270238","doi":"10.1161/atvb.43.suppl_1.706","title":"Abstract 706: The Development Of New Therapies Targeting Pneumonia-accelerated Atherosclerosis","year":2023,"lang":"en","type":"article","venue":"Arteriosclerosis Thrombosis and Vascular Biology","topic":"Cancer, Lipids, and Metabolism","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Heart Institute; University of Ottawa","funders":"","keywords":"Inflammation; Pneumonia; Medicine; Lung; Immunology; Population; Eicosapentaenoic acid; Internal medicine; Biology; Fatty acid; Polyunsaturated fatty acid; Biochemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003936161,0.0007329289,0.0006660377,0.0005719826,0.0002131861,0.0007141488,0.0005223097,0.001050357,0.007564283],"category_scores_gemma":[0.0001781585,0.0001850446,0.0005961632,0.0003139294,0.0002469134,0.0005344394,0.0003926892,0.001908069,0.002662258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002915043,"about_ca_system_score_gemma":0.0005775542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002540341,"about_ca_topic_score_gemma":0.0005599222,"domain_scores_codex":[0.999878,0.00002478903,0.00001027967,0.00001956898,0.00003985938,0.00002750611],"domain_scores_gemma":[0.9999052,0.0000116777,0.00002171943,0.000005343581,0.00002705495,0.00002901147],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002463008,0.001870755,0.0008028814,0.00549465,0.0002295132,0.0008591095,0.0001182914,0.0008519095,0.598313,0.004281256,0.01686088,0.3678547],"study_design_scores_gemma":[0.003837366,0.02422583,0.01192997,0.0021518,0.001024954,0.004937434,0.0001480393,0.003735808,0.377335,0.004492903,0.5660297,0.000151209],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2724132,0.6234734,0.02654119,0.01032333,0.005176999,0.001469056,0.00365509,0.001242855,0.05570481],"genre_scores_gemma":[0.4947117,0.4015786,0.02835272,0.007107469,0.002192607,0.001257429,0.004311346,0.00012653,0.06036159],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007564283,"threshold_uncertainty_score":0.02530503,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05422403291252052,"score_gpt":0.2934695192777195,"score_spread":0.239245486365199,"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."}}