{"id":"W1802389600","doi":"10.1787/217072070078","title":"Trends in Severe Disability Among Elderly People","year":2007,"lang":"en","type":"report","venue":"OECD health working papers","topic":"Migration, Aging, and Tourism Studies","field":"Social Sciences","cited_by":270,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Aging; National Institutes of Health; U.S. Department of Health and Human Services","keywords":"Gerontology; Psychology; Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00522917,0.0003532267,0.00082651,0.0002885462,0.001372732,0.0000901434,0.0002847128,0.0004948792,0.0007186031],"category_scores_gemma":[0.0002179253,0.000355173,0.0002435224,0.0007935101,0.0004109986,0.00007495658,0.00005656556,0.0008188606,0.00001625475],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002473681,"about_ca_system_score_gemma":0.001861786,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4250401,"about_ca_topic_score_gemma":0.9465291,"domain_scores_codex":[0.9954386,0.000428467,0.0008545226,0.0007131557,0.001428929,0.001136271],"domain_scores_gemma":[0.9982764,0.0003626924,0.0006251819,0.0003349383,0.00008235694,0.0003184145],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000005750962,0.00004979462,0.5939862,0.0001194344,0.00002079491,0.000005166899,0.1279456,0.000003276271,1.918819e-8,0.0000813807,0.02193027,0.2558523],"study_design_scores_gemma":[0.0001004838,0.00002511163,0.5035754,0.0002092943,0.00001123913,6.898624e-7,0.001976124,6.257137e-7,2.628993e-8,0.00004338159,0.4938397,0.000217952],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1265579,0.006722894,0.000004620156,0.005055991,0.004106041,0.0007137177,0.00001768482,0.0002958354,0.8565254],"genre_scores_gemma":[0.9551196,0.01432498,0.000078532,0.0002717621,0.00218748,0.00004756474,0.0000879747,0.0000446922,0.0278374],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.828688,"threshold_uncertainty_score":0.9999273,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0481904006269945,"score_gpt":0.3726265336572142,"score_spread":0.3244361330302197,"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."}}