{"id":"W4310668176","doi":"10.1093/geronb/gbac190","title":"Isolation or Replenishment? The Case of Partner Network Exclusivity and Partner Loss in Later Life","year":2022,"lang":"en","type":"article","venue":"The Journals of Gerontology Series B","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Aging; National Institutes of Health; Max-Planck-Gesellschaft; European Commission","keywords":"Isolation (microbiology); Population; Vulnerability (computing); Personal network; Psychology; Core (optical fiber); Quarter (Canadian coin); Social isolation; Social psychology; Demographic economics; Business; Demography; Sociology; Economics; Geography; Computer security; Engineering; Telecommunications","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003077904,0.000225578,0.0003122721,0.001123632,0.001714403,0.001649347,0.0009794352,0.0009925361,0.004255789],"category_scores_gemma":[0.01934887,0.0002883897,0.000364397,0.001085125,0.00214643,0.003419316,0.003431689,0.001725838,0.0001769868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000799813,"about_ca_system_score_gemma":0.0006750453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007151299,"about_ca_topic_score_gemma":0.008123667,"domain_scores_codex":[0.998257,0.0007646134,0.0001071549,0.0002451983,0.0001822039,0.0004438662],"domain_scores_gemma":[0.991348,0.002994478,0.003463054,0.0006621142,0.0002684846,0.001263868],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002693912,0.0001528191,0.9225876,0.0001136732,0.0001073903,0.00455829,0.02434444,0.0002013303,0.0001982031,0.007233451,0.001280094,0.03895342],"study_design_scores_gemma":[0.00002428222,0.0002093015,0.8981625,0.0005045736,0.0001257755,0.01228992,0.07033292,0.001956757,0.0002632492,0.01063686,0.005448228,0.00004563409],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907803,0.001675242,0.0007541445,0.00292514,0.00003616553,0.00002338913,0.00009132492,0.000005293408,0.003709059],"genre_scores_gemma":[0.9992839,0.0002753801,0.0001148826,0.0001052776,0.00002148141,0.000009845152,0.00002886716,0.000001065438,0.0001594042],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007151299,"threshold_uncertainty_score":0.01627773,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08466046635200597,"score_gpt":0.3912180139135367,"score_spread":0.3065575475615307,"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."}}