{"id":"W4414135099","doi":"10.1017/s2045796025100188","title":"Predictive role of loneliness on mortality before the age 85 years among mid- to later-life adults in the United States: a 10-year retrospective cohort study","year":2025,"lang":"en","type":"article","venue":"Epidemiology and Psychiatric Sciences","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Loneliness; Retrospective cohort study; Cohort study; Cohort; MEDLINE; Young adult","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":[0.01232357,0.0001104711,0.0003707397,0.0002135919,0.0008013911,0.00002317646,0.0005555929,0.0001025015,0.00002708553],"category_scores_gemma":[0.003240473,0.00006140617,0.00005029008,0.002011311,0.001382333,0.00007129009,0.00005574881,0.0002311177,0.000002563364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004114372,"about_ca_system_score_gemma":0.0001734616,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06474839,"about_ca_topic_score_gemma":0.05926897,"domain_scores_codex":[0.9962893,0.002126875,0.0004770507,0.0003935589,0.0002885487,0.0004247091],"domain_scores_gemma":[0.9976246,0.00183619,0.0001692941,0.0002164413,0.00007036384,0.00008307675],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000058308,0.00009278608,0.9646433,0.000009070851,0.00002079868,8.21277e-7,0.02299595,0.0002163376,4.793545e-9,0.01038702,0.00147923,0.00009636935],"study_design_scores_gemma":[0.0001965873,0.0003038549,0.9134789,0.00002737236,0.00001990133,6.243884e-8,0.07110812,0.0001623498,5.13991e-8,0.01407392,0.0005787293,0.00005016665],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9813651,0.0002272476,0.00001106154,0.01431667,0.0004679099,0.001067225,0.00002292616,0.00001524464,0.002506605],"genre_scores_gemma":[0.9943149,0.0001670458,0.00002802614,0.005204855,0.00009844707,0.0000754437,0.000003742817,0.000002181869,0.000105335],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05116442,"threshold_uncertainty_score":0.9578969,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03347461364839244,"score_gpt":0.3880308619811752,"score_spread":0.3545562483327828,"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."}}