{"id":"W2765702346","doi":"10.1080/15622975.2017.1375556","title":"Cerebrospinal fluid and blood biomarkers for neurodegenerative dementias: An update of the Consensus of the Task Force on Biological Markers in Psychiatry of the World Federation of Societies of Biological Psychiatry","year":2017,"lang":"en","type":"review","venue":"The World Journal of Biological Psychiatry","topic":"Alzheimer's disease research and treatments","field":"Medicine","cited_by":318,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Aging; European Brain Council; Instituto de Salud Carlos III; National Institutes of Health; Fujirebio Europe; Robert Koch Institut; Stony Brook University; European Commission; Fondation pour la Recherche sur Alzheimer; Vlaamse regering; Innovative Medicines Initiative; Radboud Universitair Medisch Centrum; Fonds Wetenschappelijk Onderzoek; Bundesministerium für Gesundheit; Hartstichting; European Regional Development Fund; Internationale Stichting Alzheimer Onderzoek; Deutsche Parkinson Vereinigung; Université Pierre et Marie Curie; Bundesministerium für Bildung und Forschung; AXA Research Fund; Biogen; Agence Nationale de la Recherche; Royal Swedish Academy of Sciences; Motor Neurone Disease Association; Oryzon Genomics; Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology; Alzheimer's Association; European Federation of Pharmaceutical Industries and Associations; Pfizer; EU Joint Programme – Neurodegenerative Disease Research; Krajowy Naukowy Osrodek Wiodacy; York University; National Institute of Neurological Disorders and Stroke; Deutsches Zentrum für Neurodegenerative Erkrankungen; Universidade de Aveiro; National Research Centre; Massachusetts General Hospital; Medical Research Council; Leids Universitair Medisch Centrum; Bristol-Myers Squibb; Teva Pharmaceutical Industries; Cohen Veterans Bioscience; Deutsche Forschungsgemeinschaft; GlaxoSmithKline; Eli Lilly and Company; Universiteit Antwerpen; ZonMw; Michael J. Fox Foundation for Parkinson's Research","keywords":"Dementia; Modalities; Biobank; Neuroimaging; Positron emission tomography; Disease; Medicine; Biological fluids; Task force; Medical physics; Psychology; Intensive care medicine; Neuroscience; Data science; Psychiatry; Pathology; Bioinformatics; Computer science; Political science; Biology","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.001874469,0.0006300347,0.002388451,0.0002691386,0.0003993194,0.00002331191,0.001371098,0.0004083994,0.00004224826],"category_scores_gemma":[0.0004153053,0.0002283337,0.002125875,0.0006775265,0.003133809,0.00005194319,0.0003458249,0.00102033,3.699383e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004680769,"about_ca_system_score_gemma":0.001250713,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001484592,"about_ca_topic_score_gemma":0.0001519637,"domain_scores_codex":[0.9937934,0.002133312,0.002423754,0.0005209751,0.0006431572,0.0004853846],"domain_scores_gemma":[0.9930562,0.0006951392,0.004623353,0.001054534,0.0003928181,0.0001779419],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0323568,0.01718452,0.7920994,0.01410274,0.05134351,0.00001038148,0.0002053255,0.00004056344,0.001766935,0.02155031,0.01816306,0.05117651],"study_design_scores_gemma":[0.0232157,0.02724647,0.8276017,0.05567244,0.01757328,0.0005191444,0.001971233,0.00007421194,0.001529342,0.03479326,0.008207685,0.00159551],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.3142661,0.6766246,0.000004531827,0.004292372,0.001501509,0.002522911,0.0005760619,0.000006202004,0.0002057317],"genre_scores_gemma":[0.6531136,0.3446376,0.001359376,0.0003644103,0.0003576765,0.00005162871,0.00003941451,0.0000387066,0.00003759172],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.3388475,"threshold_uncertainty_score":0.9995791,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08755988485453693,"score_gpt":0.3780095883520989,"score_spread":0.2904497034975619,"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."}}