{"id":"W2902386926","doi":"10.14283/jpad.2017.2","title":"DEPENDENCE LEVELS AS INTERIM CLINICAL MILESTONES ALONG THE CONTINUUM OF ALZHEIMER’S DISEASE: 18-MONTH RESULTS FROM THE GERAS OBSERVATIONAL STUDY","year":2017,"lang":"en","type":"article","venue":"The Journal of Prevention of Alzheimer s Disease","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"Douglas Mental Health University Institute","funders":"Servier; TauRx Pharmaceuticals; Biogen; Eisai; Sanofi; National Institute on Aging; Eli Lilly and Company; H. Lundbeck A/S; Prothena; Division of Materials Research; California Institute for Regenerative Medicine","keywords":"Dementia; Observational study; Disease; Alzheimer's disease; Psychology; Cohort study; Cohort; Activities of daily living; Interim; Cognition; Medicine; Psychiatry; Gerontology; Pediatrics; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005489573,0.0002165897,0.0005122224,0.00006560989,0.0004283376,0.00008084466,0.001079791,0.00004664985,0.0006340529],"category_scores_gemma":[0.002703665,0.0001082299,0.000605989,0.00009502236,0.0007813709,0.0004060174,0.0003684116,0.0004807792,0.00001755767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001442013,"about_ca_system_score_gemma":0.0008471298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002606593,"about_ca_topic_score_gemma":0.00008497125,"domain_scores_codex":[0.9948913,0.001434869,0.001643546,0.0002440428,0.001539562,0.0002467015],"domain_scores_gemma":[0.9941483,0.001025812,0.00221221,0.001106086,0.001139789,0.0003677762],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02339808,0.005140455,0.9348119,0.00002816491,0.007329707,0.0001854816,0.001020872,0.00001100432,0.0007090387,0.00009878475,0.007743412,0.01952311],"study_design_scores_gemma":[0.005059589,0.001204943,0.9806609,0.0005975565,0.008693643,0.00001083971,0.001075935,0.00005137605,0.000786014,0.001557411,0.000196943,0.000104834],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9826276,0.007159186,0.0001137119,0.007902955,0.0004087864,0.001326432,0.0002094934,0.000006527348,0.0002452749],"genre_scores_gemma":[0.9984787,0.0003256571,0.00006918251,0.0002858637,0.0004404175,0.00001834615,0.00002332806,0.00002006114,0.0003384813],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04584902,"threshold_uncertainty_score":0.6942434,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3004766420551521,"score_gpt":0.479165907616898,"score_spread":0.1786892655617459,"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."}}