{"id":"W4390192611","doi":"10.1002/alz.071052","title":"Deficit accumulation in relation to dementia and survival outcomes in residential care older adults","year":2023,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fraser Health","funders":"","keywords":"Dementia; Gerontology; Medicine; Disease; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0007885303,0.000309497,0.000287952,0.001976789,0.0005707924,0.0007139644,0.0004377557,0.0003547758,0.001524541],"category_scores_gemma":[0.003506388,0.000123117,0.0004032262,0.002289504,0.0002838249,0.0004476936,0.000880944,0.0004895686,0.0001723625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007955476,"about_ca_system_score_gemma":0.0007563399,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0558193,"about_ca_topic_score_gemma":0.08921222,"domain_scores_codex":[0.9995771,0.00007487199,0.0000848063,0.00007552286,0.00009503436,0.00009251737],"domain_scores_gemma":[0.9976439,0.0002280221,0.001152506,0.0001098885,0.0005110696,0.0003546459],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005271662,0.00002234688,0.9988186,0.00001124219,0.00003344129,0.00002401635,0.0000648551,0.00003609706,0.00003399083,0.000008935126,0.0000953521,0.0007983265],"study_design_scores_gemma":[0.000001563292,0.00001875888,0.9996238,0.000005560579,0.00001050717,0.00003947712,0.0001050294,0.0001038989,0.00001755908,0.00001764706,0.00005451636,0.000001798272],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981653,0.0001846472,0.00004904767,0.00004246613,0.000003684657,0.00001368756,0.001068585,0.000003527632,0.0004690209],"genre_scores_gemma":[0.9989641,0.00005261319,0.00006811536,0.00001448343,0.000006230189,0.00001071862,0.0007952231,6.956813e-7,0.00008782679],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0558193,"threshold_uncertainty_score":0.1109888,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03793207611403739,"score_gpt":0.3533768175763065,"score_spread":0.3154447414622691,"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."}}