{"id":"W4415172848","doi":"10.1002/hsr2.71371","title":"How Is One's Own and (Ex‐)Partner's Professional Prestige Associated With Loneliness and Isolation? Findings Based on Cross‐Sectional Data From Middle‐Aged and Older Adults Living in Germany in 2022/2023","year":2025,"lang":"en","type":"article","venue":"Health Science Reports","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"Universitätsklinikum Hamburg-Eppendorf","keywords":"Loneliness; Prestige; Social isolation; Occupational prestige; Social status; Longitudinal data; Longitudinal study","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":[0.001128716,0.0001801207,0.0003508978,0.001046569,0.0004689662,0.0007615072,0.0003294779,0.0003441085,0.001463435],"category_scores_gemma":[0.002908027,0.0001659506,0.0005308423,0.0009932157,0.0003798816,0.0005665097,0.0008195727,0.000352334,0.0001544286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003202424,"about_ca_system_score_gemma":0.0002982876,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0105568,"about_ca_topic_score_gemma":0.01820942,"domain_scores_codex":[0.9994424,0.0001755848,0.00009111383,0.0001003736,0.00008157365,0.0001088449],"domain_scores_gemma":[0.9982326,0.0003428563,0.0008331302,0.00009241461,0.0001625003,0.0003363872],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002589325,0.0000230525,0.9985409,0.00001652707,0.00005096371,0.00001968664,0.0003671766,0.00001064129,0.00002979783,0.00001338656,0.00006451787,0.0008374284],"study_design_scores_gemma":[7.954175e-7,0.00001605119,0.9992037,0.0000069959,0.00001421634,0.0000252696,0.0006399383,0.00002332901,0.000009086437,0.000004982557,0.0000543737,0.000001358843],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992279,0.0001731982,0.0000251378,0.00003523145,0.00000415678,0.000003700238,0.0002648146,7.85558e-7,0.0002651468],"genre_scores_gemma":[0.9996371,0.00007500878,0.00001733317,0.00001333486,0.000003951797,0.00000644932,0.0001958951,4.034005e-7,0.00005046784],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0105568,"threshold_uncertainty_score":0.02099073,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05370920594169733,"score_gpt":0.3845412825569359,"score_spread":0.3308320766152386,"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."}}