{"id":"W1705785002","doi":"10.3233/jad-121960","title":"Cerebrospinal Fluid Biomarkers Mirror Rate of Cognitive Decline","year":2013,"lang":"en","type":"article","venue":"Journal of Alzheimer s Disease","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Vetenskapsrådet; Royal Society; Alzheimer Society; Kungl. Vetenskaps- och Vitterhets-Samhället i Göteborg; Forskningsrådet för Arbetsliv och Socialvetenskap; AstraZeneca","keywords":"Dementia; Cognition; Cognitive decline; Verbal fluency test; Psychology; Cerebrospinal fluid; Audiology; Executive functions; Internal medicine; Medicine; Neuropsychology; Clinical psychology; Psychiatry; Disease","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004857483,0.0001620605,0.0003795169,0.0002889055,0.0000472499,0.00003222111,0.0001241355,0.00004093277,0.003240385],"category_scores_gemma":[0.0004823388,0.0001198975,0.0003539068,0.0002420627,0.0002078746,0.0002924999,0.00007330775,0.0001892619,0.0001440909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001916273,"about_ca_system_score_gemma":0.0004551992,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004303432,"about_ca_topic_score_gemma":7.089078e-7,"domain_scores_codex":[0.9982067,0.0001351277,0.0006305284,0.0001522225,0.0005788927,0.0002964796],"domain_scores_gemma":[0.9969838,0.0001246707,0.0003587282,0.0001382371,0.00155716,0.0008374192],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01009678,0.00312645,0.9003936,0.0001848546,0.005940332,0.000842032,0.0001423243,3.382904e-7,0.04220942,0.00003619867,0.008349935,0.02867775],"study_design_scores_gemma":[0.004739773,0.001505658,0.9722662,0.0004785896,0.002482827,0.00005806999,0.0003082904,0.00007737108,0.01739404,0.0003158575,0.0002562527,0.0001170814],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916821,0.003742368,0.000107232,0.002804569,0.0001331199,0.0005268535,0.00002365917,0.000007917717,0.0009721718],"genre_scores_gemma":[0.9982877,0.0001589309,0.0003938811,0.0008522418,0.0001048039,0.00001489917,0.00001621864,0.00002087184,0.0001503969],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07187261,"threshold_uncertainty_score":0.9976708,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02663802397181471,"score_gpt":0.3327252476982644,"score_spread":0.3060872237264497,"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."}}