{"id":"W4291782804","doi":"10.1016/j.atherosclerosis.2022.08.013","title":"The impact of socioeconomic status on the burden of atherosclerosis, and the effect of intensive preventive therapy on its progression: A retrospective cohort study","year":2022,"lang":"en","type":"article","venue":"Atherosclerosis","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Socioeconomic status; Retrospective cohort study; Internal medicine; Odds ratio; Cohort study; Cohort; Risk factor; Confidence interval; Population; Environmental health","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.004929809,0.0002347413,0.0006740939,0.00004187114,0.001649808,0.00004967357,0.0005683108,0.00006266414,0.0002151068],"category_scores_gemma":[0.0008067809,0.000103861,0.0003734878,0.0002528926,0.001175475,0.0000648304,0.0001867794,0.0003715157,0.00000254737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00038843,"about_ca_system_score_gemma":0.0001897287,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01504201,"about_ca_topic_score_gemma":0.0001876898,"domain_scores_codex":[0.994911,0.003093001,0.0005097816,0.0003172987,0.000703716,0.0004652206],"domain_scores_gemma":[0.9941477,0.004287964,0.0007474277,0.0004784428,0.0002588714,0.00007962874],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001243383,0.0001940141,0.9060847,0.00001467163,0.0005626836,7.440161e-8,0.08599898,0.00008021804,0.0001499407,0.003544847,0.0008487759,0.001277763],"study_design_scores_gemma":[0.002166801,0.004293772,0.9510868,0.00007991928,0.000053108,8.996545e-8,0.04119707,0.00004054725,0.0005976177,0.0002568015,0.0001208411,0.0001066235],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915479,0.0004538767,2.693442e-7,0.002921701,0.0002079336,0.004239564,0.0001160452,0.00001543298,0.0004972152],"genre_scores_gemma":[0.9969838,0.001823763,0.000001097824,0.0002192466,0.00007200651,0.0007230359,0.000001370068,0.00002606066,0.000149662],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04500217,"threshold_uncertainty_score":0.9996499,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02510753547026099,"score_gpt":0.3505621712519163,"score_spread":0.3254546357816553,"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."}}