{"id":"W4410281089","doi":"10.1002/dad2.70116","title":"The two cut‐offs approach for plasma p‐tau217 in detecting Alzheimer's disease in subjective cognitive decline and mild cognitive impairment","year":2025,"lang":"en","type":"article","venue":"Alzheimer s & Dementia Diagnosis Assessment & Disease Monitoring","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"European Commission","keywords":"Biomarker; Cognitive decline; Cognitive impairment; Internal medicine; Medicine; Disease; Alzheimer's disease; Montreal Cognitive Assessment; Oncology; Cognition; Amyloid beta; Cerebrospinal fluid; Dementia; Gastroenterology; Pathology; Psychology; Psychiatry; Chemistry","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":[0.00625548,0.001379854,0.001166057,0.004177603,0.0004442897,0.001634594,0.0009043399,0.002195842,0.001262529],"category_scores_gemma":[0.01570372,0.0003859258,0.001160605,0.0009367192,0.0006006077,0.0007836123,0.001271003,0.0009286021,0.0007281056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000543629,"about_ca_system_score_gemma":0.0005763763,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007675816,"about_ca_topic_score_gemma":0.001020027,"domain_scores_codex":[0.9950575,0.002161945,0.0004658205,0.0007451132,0.00130486,0.0002648205],"domain_scores_gemma":[0.9932652,0.003779451,0.0009042806,0.0003485387,0.001212596,0.0004899745],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006358486,0.0004036859,0.9185231,0.0002744016,0.0007082004,0.0005579764,0.0002695197,0.002027368,0.009045064,0.0002845436,0.0008800904,0.06066754],"study_design_scores_gemma":[0.0006093781,0.003463026,0.9365138,0.000173737,0.0005653601,0.006437605,0.0005494504,0.03945343,0.008186244,0.001826626,0.002072137,0.0001490738],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9811953,0.003002406,0.0119422,0.0002871883,0.000161793,0.0002663774,0.0005931109,0.0001688805,0.002382757],"genre_scores_gemma":[0.9885128,0.0002120979,0.01002747,0.0001105875,0.00005565137,0.0001970301,0.0004894853,0.0000128797,0.000382087],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00625548,"threshold_uncertainty_score":0.03308254,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03236171146899801,"score_gpt":0.3741165970417608,"score_spread":0.3417548855727627,"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."}}