{"id":"W4390199231","doi":"10.1002/alz.075989","title":"Diagnostic of Novel Plasma Biomarkers in Controls, SCD and MCI Subjects","year":2023,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Alzheimer's disease research and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Neuropsychology; Dementia; Internal medicine; Medicine; Cognitive impairment; Neurology; Montreal Cognitive Assessment; Alzheimer's disease; Cohort; Frontotemporal dementia; Gastroenterology; Pathology; Psychology; Oncology; Disease; Nuclear medicine; Cognition; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0007658278,0.000485027,0.0003152821,0.001333534,0.0003438909,0.000577732,0.000242396,0.0005621146,0.001348352],"category_scores_gemma":[0.001655719,0.0001438384,0.0001698512,0.0003641984,0.0002905805,0.000185021,0.0002498711,0.0002124921,0.0002270191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003062197,"about_ca_system_score_gemma":0.0001946833,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001957241,"about_ca_topic_score_gemma":0.001534498,"domain_scores_codex":[0.9996505,0.0000772366,0.00004205305,0.0001078591,0.00007912026,0.00004326503],"domain_scores_gemma":[0.9996321,0.000107889,0.00008747329,0.00002571555,0.00007414294,0.00007263695],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001521814,0.0001564473,0.9844233,0.00003698014,0.00005294842,0.0004364426,0.0002217243,0.00005260621,0.006080755,0.00005419036,0.0002710157,0.006691901],"study_design_scores_gemma":[0.00008621277,0.0008612541,0.994134,0.00001590811,0.00006549152,0.001337976,0.0003679448,0.0005511576,0.001883722,0.0001491249,0.0005395621,0.000007651972],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987477,0.0004895641,0.0001405398,0.00002025166,0.00001290521,0.00002297893,0.0001417829,0.000008055031,0.0004162613],"genre_scores_gemma":[0.9991456,0.00008556713,0.0002419283,0.00002711348,0.00001961895,0.00002631106,0.000263401,0.000001316737,0.0001890585],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001957241,"threshold_uncertainty_score":0.004510641,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03671450155198515,"score_gpt":0.3080064772406198,"score_spread":0.2712919756886347,"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."}}