{"id":"W3106004528","doi":"10.1093/ageing/afaa227","title":"Changes in health and functioning of care home residents over two decades: what can we learn from population-based studies?","year":2020,"lang":"en","type":"article","venue":"Age and Ageing","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":79,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Aging; Alzheimer's Society; Medical Research Council Canada; Department of Health and Social Care; Medical Research Council; National Institute for Health and Care Research","keywords":"Medicine; Gerontology; Population; Environmental health","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000120299,0.00009560207,0.0003032359,0.00008885446,0.0003175501,0.00002105695,0.00003354969,0.00005677883,0.00002033881],"category_scores_gemma":[0.00009557809,0.0000884976,0.00001881934,0.0001829138,0.00001894664,0.000109854,0.00004760399,0.0002084708,8.88753e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007621848,"about_ca_system_score_gemma":0.00007046694,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01775417,"about_ca_topic_score_gemma":0.02664571,"domain_scores_codex":[0.998998,0.000191111,0.0002670229,0.0002179432,0.000117717,0.000208171],"domain_scores_gemma":[0.9993002,0.0003186411,0.0001602764,0.0000791406,0.00003592897,0.0001057505],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000142534,0.0000102323,0.6680627,0.001954623,0.00003646603,0.0001825119,0.2692004,0.00005455863,0.0001845409,0.00002111784,0.0005412693,0.05960908],"study_design_scores_gemma":[0.001303506,0.0001509889,0.7873469,0.002864269,0.00001989631,1.238241e-7,0.2073902,0.00006474673,0.00001361746,0.0002128521,0.000517347,0.0001155732],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9645946,0.02893411,0.000009969953,0.005894381,0.0003087851,0.0002119504,0.000009642845,0.00002499854,0.000011567],"genre_scores_gemma":[0.9941404,0.004022042,0.00008908777,0.001428325,0.0002056495,0.00001024904,0.00005389849,0.00001262471,0.00003772337],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1192842,"threshold_uncertainty_score":0.9911155,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06289612785426468,"score_gpt":0.3928634636582142,"score_spread":0.3299673358039495,"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."}}