{"id":"W2766788842","doi":"10.1016/j.jalz.2017.06.882","title":"[P2–230]: USING CSF MARKERS TO VALIDATE METABOLIC AND SYNAPTIC DYSFUNCTION HYPOTHESES OF ALZHEIMER's DISEASE (AD): META‐ANALYSIS","year":2017,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Cholinesterase and Neurodegenerative Diseases","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Meta-analysis; Disease; Biomarker; Acetylcholine; Medicine; Neurotransmitter; Glutamine; Bioinformatics; Neuroscience; Internal medicine; Biology; Biochemistry; Amino acid; Central nervous system","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01798232,0.003853685,0.01285593,0.0049523,0.0006738825,0.004487023,0.002566166,0.003450271,0.0095444],"category_scores_gemma":[0.05800079,0.001309419,0.05169306,0.008059829,0.0009790424,0.002913156,0.001965265,0.002826592,0.001238336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001490598,"about_ca_system_score_gemma":0.002853648,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00606671,"about_ca_topic_score_gemma":0.006358676,"domain_scores_codex":[0.981131,0.01004255,0.003918343,0.002403678,0.001970906,0.00053353],"domain_scores_gemma":[0.97284,0.02071932,0.003224886,0.001297114,0.001575461,0.0003431052],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.002316109,0.00001416728,0.009312175,0.1947749,0.7800883,0.0002711417,0.00008206781,0.0005673041,0.0004352769,0.0003540184,0.003844857,0.007939711],"study_design_scores_gemma":[0.001726962,0.0002274603,0.006776668,0.01836609,0.9635889,0.0002618904,0.00005810643,0.0006461872,0.0002543104,0.001277458,0.006774385,0.0000415144],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.0169503,0.947412,0.01084189,0.003966832,0.003635465,0.002990118,0.01088079,0.0004569395,0.002865743],"genre_scores_gemma":[0.6465918,0.2930908,0.01760728,0.0118466,0.004314558,0.01346365,0.007659019,0.0007018736,0.004724475],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01798232,"threshold_uncertainty_score":0.0951007,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1049012669360267,"score_gpt":0.338211594118721,"score_spread":0.2333103271826943,"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."}}