{"id":"W4327905714","doi":"10.3386/w31038","title":"Longevity, Health and Housing Risks Management in Retirement","year":2023,"lang":"en","type":"report","venue":"National Bureau of Economic Research","topic":"Migration, Aging, and Tourism Studies","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Longevity; Business; Longevity risk; Health and Retirement Study; Gerontology; Medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.00104624,0.0001327264,0.0001800865,0.0007757691,0.0004165157,0.0005049902,0.0002085885,0.0004670633,0.003243188],"category_scores_gemma":[0.002077627,0.00009614504,0.0003924254,0.0008295343,0.0001114597,0.0004276402,0.0004691265,0.0004017213,0.000358349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000611778,"about_ca_system_score_gemma":0.001000049,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04580193,"about_ca_topic_score_gemma":0.122442,"domain_scores_codex":[0.9997849,0.00008405681,0.00002342893,0.00001645465,0.00003395963,0.00005713806],"domain_scores_gemma":[0.9994022,0.0001161152,0.0001288488,0.00002467308,0.0001286546,0.0001994733],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000308668,0.0002480224,0.9735458,0.00004016128,0.00004302838,0.00007069475,0.0002459527,0.0002800253,0.00005511323,0.0003197822,0.003235418,0.02160739],"study_design_scores_gemma":[0.000006278817,0.0001387268,0.997883,0.00001531789,0.0000301751,0.0000333022,0.0002957898,0.000136586,0.00002540194,0.0001530172,0.001279743,0.000002577161],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9731876,0.007115179,0.0002123586,0.00316093,0.000124427,0.00004508012,0.005437872,0.00001231181,0.01070413],"genre_scores_gemma":[0.988924,0.002434077,0.0001939767,0.0001843668,0.0001412677,0.0000281171,0.001735937,0.000002627427,0.006355574],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.04580193,"threshold_uncertainty_score":0.09107065,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7344629849044806,"score_gpt":0.6379103418118236,"score_spread":0.09655264309265699,"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."}}