{"id":"W2770886974","doi":"10.1177/0164027517741347","title":"Disorderly Households, Self-Presentation, and Mortality: Evidence From a National Study of Older Adults","year":2017,"lang":"en","type":"article","venue":"Research on Aging","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"National Institute on Aging","keywords":"Presentation (obstetrics); Psychology; Gerontology; Demography; Medicine; Developmental psychology; Sociology","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":[0.001500628,0.0002105758,0.0003141811,0.001089041,0.0005782259,0.0006054799,0.0004215759,0.0004217914,0.001347527],"category_scores_gemma":[0.008588217,0.0002153121,0.0005374001,0.001535234,0.0004588702,0.0006691403,0.0011536,0.000645584,0.0001593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002466029,"about_ca_system_score_gemma":0.0004361217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0210589,"about_ca_topic_score_gemma":0.05246268,"domain_scores_codex":[0.99925,0.0003181117,0.0001031662,0.0001475697,0.0001010775,0.00007997628],"domain_scores_gemma":[0.9955285,0.0009637873,0.002098285,0.0003412041,0.0005069574,0.0005612462],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000292337,0.00002097022,0.9977272,0.00002328696,0.00008218294,0.00001538099,0.000170722,0.00001202635,0.00001333095,0.0000326342,0.0001234841,0.001749627],"study_design_scores_gemma":[0.000002157359,0.00002145807,0.9993719,0.00002387064,0.00003183604,0.00003084366,0.0002861077,0.0000355524,0.000006821024,0.00004073196,0.0001468249,0.000001846515],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950979,0.002461409,0.0001349524,0.0004157638,0.00001847723,0.00001004665,0.0007761634,0.000002797954,0.001082336],"genre_scores_gemma":[0.9980324,0.001113366,0.00008465594,0.00009522399,0.00002170724,0.000008997294,0.0005471407,0.000001284752,0.00009524471],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0210589,"threshold_uncertainty_score":0.04187262,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2678423249325483,"score_gpt":0.5417770542666013,"score_spread":0.273934729334053,"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."}}