{"id":"W4390194867","doi":"10.1002/alz.072378","title":"Fluid Biomarkers of Neurodegeneration in Mild Cognitive Impairment: A Meta‐Analysis","year":2023,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"S100 Proteins and Annexins","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Neurodegeneration; Internal medicine; Medicine; Cerebrospinal fluid; Neuropathology; Meta-analysis; Biomarker; Enolase; Gastroenterology; Pathology; Oncology; Disease; Biology; Immunohistochemistry; Biochemistry","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":[0.01424493,0.003871411,0.01597778,0.004065714,0.0007571169,0.003880117,0.002356683,0.002649188,0.003403324],"category_scores_gemma":[0.027646,0.001751755,0.05243799,0.005060332,0.0007765705,0.00146163,0.001544822,0.002301769,0.0003598056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001495183,"about_ca_system_score_gemma":0.001617313,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00678069,"about_ca_topic_score_gemma":0.008603163,"domain_scores_codex":[0.9890174,0.006513062,0.001740021,0.001603753,0.0007353187,0.000390455],"domain_scores_gemma":[0.9821275,0.01337973,0.002152704,0.0009496725,0.001110533,0.0002799488],"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":[0.003424115,0.00002725693,0.008533305,0.03136404,0.9524544,0.0001014326,0.00002815557,0.0005921893,0.0001769852,0.0000638598,0.0002715363,0.002962747],"study_design_scores_gemma":[0.0006388591,0.0001755468,0.005347956,0.001885148,0.9910502,0.00004692241,0.00001512672,0.0002897609,0.0000692407,0.0001119503,0.0003559079,0.00001329092],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.03811931,0.9571795,0.001936307,0.0003398415,0.0004103714,0.0002564055,0.001217201,0.00008775048,0.0004534412],"genre_scores_gemma":[0.7793862,0.2132119,0.002853542,0.001086981,0.000488686,0.0008964274,0.001442787,0.00006769093,0.0005657658],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01597778,"threshold_uncertainty_score":0.07533526,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03945258780334761,"score_gpt":0.2890096669723157,"score_spread":0.2495570791689681,"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."}}