{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013796,0.0003714827,0.0004880774,0.002252795,0.0001771764,0.001090512,0.0002560907,0.0005536183,0.001109429],"category_scores_gemma":[0.006508199,0.0001589305,0.000355096,0.001176358,0.0002984005,0.0009623482,0.0004464562,0.0006100825,0.0004829998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002758177,"about_ca_system_score_gemma":0.0002220809,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001271118,"about_ca_topic_score_gemma":0.0007388818,"domain_scores_codex":[0.999442,0.0001143573,0.00007817696,0.0001357194,0.0001713458,0.00005837114],"domain_scores_gemma":[0.9968734,0.0008049858,0.001232684,0.0002767215,0.0005772872,0.0002349168],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000682774,0.00006129959,0.9776385,0.00005908773,0.0001603804,0.0001630934,0.0002142809,0.0003976767,0.003578437,0.0001002062,0.000264545,0.01667965],"study_design_scores_gemma":[0.000007112719,0.0003043458,0.9950233,0.00002037417,0.00004521665,0.00074544,0.0001467138,0.0007386648,0.001811208,0.000471016,0.0006744323,0.00001213355],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935597,0.002135292,0.0009227153,0.00008701657,0.00002718314,0.00002520891,0.000843289,0.00006432435,0.002335139],"genre_scores_gemma":[0.9975497,0.0005801254,0.0005752451,0.00003369886,0.00003214875,0.00001387194,0.0005551818,0.000008505955,0.0006515027],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002252795,"threshold_uncertainty_score":0.007296085,"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."}}