{"id":"W2163195105","doi":"10.1136/ebm.13.4.120","title":"Age, sex, and functional impairment predicted risk of mortality in incident dementia at 14 years","year":2008,"lang":"en","type":"letter","venue":"Evidence-Based Medicine","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Peter's Hospital","funders":"","keywords":"Dementia; Functional impairment; Medicine; Gerontology; Demography; Psychology; Psychiatry; Internal medicine; Disease; 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":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"editorial","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01708377,0.000427173,0.002116934,0.0009623474,0.00012605,0.00001794402,0.0002939835,0.0006187809,0.001341178],"category_scores_gemma":[0.006445326,0.0004882067,0.0001770849,0.0003311754,0.0005227303,0.0002863902,0.0001153591,0.001023356,0.0001362036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00139501,"about_ca_system_score_gemma":0.0004628273,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00707906,"about_ca_topic_score_gemma":0.00062462,"domain_scores_codex":[0.9913027,0.0009633485,0.005610225,0.001027171,0.0005444972,0.000552109],"domain_scores_gemma":[0.9912371,0.003110567,0.00449377,0.0008575013,0.00008797458,0.0002130596],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00003143756,0.00004116249,0.4625858,0.0006846003,0.0001637146,0.00006089879,0.0004704142,0.0001463434,9.706954e-7,0.00001990007,0.5357629,0.00003186026],"study_design_scores_gemma":[0.002086523,0.0003391526,0.8390282,0.001861672,0.0001135892,0.00001203707,0.00007180829,0.0008435447,0.0000033212,0.0006893623,0.1545844,0.0003663297],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.548102,0.01850674,0.0006944212,0.4284213,0.001465063,0.001732524,0.0007543729,0.00005628056,0.0002673639],"genre_scores_gemma":[0.3587905,0.01059941,0.0007712098,0.6187435,0.006401869,0.0005335071,0.001706881,0.0001378266,0.002315344],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.3811785,"threshold_uncertainty_score":0.9997569,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3082204267640243,"score_gpt":0.3885977234438134,"score_spread":0.0803772966797891,"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."}}