{"id":"W4308008387","doi":"10.3233/jad-220927","title":"The Brain Health Platform: Combining Resilience, Vulnerability, and Performance to Assess Brain Health and Risk of Alzheimer’s Disease and Related Disorders","year":2022,"lang":"en","type":"article","venue":"Journal of Alzheimer s Disease","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Aging; National Institute of Neurological Disorders and Stroke; Leo and Anne Albert Charitable Trust","keywords":"Medicine; Dementia; Cognition; Disease; Gerontology; Psychological intervention; Clinical psychology; Psychiatry; Pathology","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":[0.002272611,0.001418293,0.0006816449,0.002721759,0.0003962821,0.0009528747,0.0007993173,0.000574038,0.002351239],"category_scores_gemma":[0.00628624,0.0003935401,0.00120625,0.001105493,0.0003514751,0.0009678736,0.002304069,0.0009596015,0.0006795423],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005217614,"about_ca_system_score_gemma":0.000767137,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006022032,"about_ca_topic_score_gemma":0.01214024,"domain_scores_codex":[0.9989774,0.000404056,0.00009322546,0.0001850025,0.0002350373,0.0001052193],"domain_scores_gemma":[0.9974179,0.0007286575,0.0009101668,0.0001882457,0.0004790295,0.0002759427],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001372562,0.0004802599,0.9148191,0.0001913415,0.0009157297,0.0001686594,0.0003438504,0.00302369,0.00140648,0.0005625916,0.004770836,0.07194496],"study_design_scores_gemma":[0.00008625401,0.001045616,0.9827784,0.0001021047,0.0002260744,0.0004377075,0.0001344801,0.0101946,0.0007851214,0.001780195,0.002365058,0.00006444295],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9757957,0.0008081274,0.009615486,0.0003448919,0.00008096544,0.0009015407,0.007348624,0.00046012,0.004644584],"genre_scores_gemma":[0.9687324,0.0003943449,0.02282972,0.0001404428,0.00007082801,0.001219361,0.004890024,0.0000514016,0.001671647],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006022032,"threshold_uncertainty_score":0.01201886,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03674791904677557,"score_gpt":0.3554599167817448,"score_spread":0.3187119977349692,"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."}}