{"id":"W3135698413","doi":"10.1016/s2468-2667(20)30291-7","title":"Social isolation and risk of heart disease and stroke: analysis of two large UK prospective studies","year":2021,"lang":"en","type":"article","venue":"The Lancet Public Health","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":136,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"Medical Research Council; British Heart Foundation; Cancer Research UK","keywords":"Medicine; Stroke (engine); Prospective cohort study; Social isolation; Body mass index; Proportional hazards model; Biobank; Record linkage; Social deprivation; Disease; Internal medicine; Demography; Gerontology; Population; Psychiatry; 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":[],"consensus_categories":[],"category_scores_codex":[0.002985999,0.00005765239,0.0004851681,0.00006069516,0.000696042,0.0000329077,0.00006221511,0.00002386924,0.00002615263],"category_scores_gemma":[0.0008953463,0.00004240354,0.00005339724,0.0005556584,0.0002465202,0.0000955959,0.00005915127,0.0001004784,1.79131e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007449669,"about_ca_system_score_gemma":0.0006925504,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006033781,"about_ca_topic_score_gemma":0.02649857,"domain_scores_codex":[0.9982458,0.0007643229,0.00024381,0.000140945,0.0002436618,0.0003614161],"domain_scores_gemma":[0.9989508,0.0003709303,0.0001978547,0.0001196775,0.0002008629,0.0001598957],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000109088,0.00002538129,0.8835754,0.000108315,0.0002566933,1.567321e-7,0.02226443,0.000001142617,3.363298e-7,0.09216902,0.001110781,0.000477414],"study_design_scores_gemma":[0.0003359915,0.0000144795,0.9779984,0.00001042356,0.0001243529,5.075333e-8,0.01466371,0.00010988,5.325927e-7,0.002752422,0.003951179,0.00003857306],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8472151,0.004711327,0.00008366684,0.147148,0.00004998269,0.0001876541,0.0002425445,0.00001303956,0.000348653],"genre_scores_gemma":[0.9912255,0.00598961,0.000118511,0.002322861,0.0001968804,0.000009045267,0.000007206924,0.000002984626,0.0001274384],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1448251,"threshold_uncertainty_score":0.9912653,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08680114842841533,"score_gpt":0.4330685402528026,"score_spread":0.3462673918243873,"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."}}