{"id":"W2061573649","doi":"10.1177/1359105315578302","title":"Does the mortality risk of social isolation depend upon socioeconomic factors?","year":2015,"lang":"en","type":"article","venue":"Journal of Health Psychology","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Socioeconomic status; Social isolation; Environmental health; Isolation (microbiology); Demography; Hazard; Social determinants of health; Gerontology; Psychology; Medicine; Sociology; Public health; Population; Psychiatry; Biology","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":[0.001436235,0.0002979249,0.0005967806,0.001009826,0.0004423456,0.0008324923,0.0004297923,0.0009813952,0.003462647],"category_scores_gemma":[0.0105508,0.0002263944,0.001163576,0.0009907354,0.0007374469,0.001413531,0.0008472791,0.001281418,0.0004020532],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002796889,"about_ca_system_score_gemma":0.0004454576,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005147292,"about_ca_topic_score_gemma":0.008522791,"domain_scores_codex":[0.9990252,0.0003841015,0.00007674743,0.0001526373,0.0001235489,0.0002377895],"domain_scores_gemma":[0.9941674,0.001865272,0.00230941,0.0004102757,0.0003702307,0.0008774503],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001215196,0.00006180618,0.9861092,0.00004724283,0.0002958825,0.0000986472,0.0001290387,0.0001108823,0.00007102757,0.0003287114,0.0003042819,0.01232183],"study_design_scores_gemma":[0.000004084336,0.0000695602,0.9979408,0.00004533652,0.00009892855,0.000153611,0.0002790478,0.000247089,0.00003386526,0.0007383937,0.0003790285,0.00001012683],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9784265,0.007886364,0.0006916831,0.006336579,0.0001153965,0.00001812716,0.0007129328,0.00001249103,0.005799921],"genre_scores_gemma":[0.9979376,0.001260546,0.00008417029,0.0002087859,0.0001359811,0.000004015368,0.0001637336,0.000002732421,0.0002024721],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005147292,"threshold_uncertainty_score":0.01158369,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1127590603368674,"score_gpt":0.4782279310532332,"score_spread":0.3654688707163659,"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."}}