{"id":"W4386498386","doi":"10.1080/13803395.2023.2254444","title":"The relationship between learning slopes and Alzheimer’s Disease biomarkers in cognitively unimpaired participants with and without subjective memory concerns","year":2023,"lang":"en","type":"article","venue":"Journal of Clinical and Experimental Neuropsychology","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Biomedical Imaging and Bioengineering; Canadian Institutes of Health Research; National Institutes of Health; Genentech; Takeda Pharmaceutical Company; IXICO; H. Lundbeck A/S; Servier; Eisai; Northern California Institute for Research and Education; F. Hoffmann-La Roche; University of Southern California; DoD Alzheimer's Disease Neuroimaging Initiative; Pfizer; BioClinica; Biogen; U.S. Department of Defense; Eli Lilly and Company; Bristol-Myers Squibb; Alzheimer's Disease Neuroimaging Initiative; GE Healthcare; Meso Scale Diagnostics; Novartis Pharmaceuticals Corporation; National Institute on Aging; Alzheimer's Association","keywords":"Psychology; Disease; Alzheimer's disease; Developmental psychology; Cognitive psychology; Degenerative disease; Cognition; Clinical psychology; Neuroscience; Central nervous system disease; Medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00119302,0.0001119446,0.0003335916,0.0001142426,0.0001571682,0.0000318051,0.00004559543,0.00005039513,0.000007545052],"category_scores_gemma":[0.0008387486,0.00006764352,0.00004542762,0.0001771528,0.0009506053,0.0001017162,0.0000652323,0.0004613639,0.000003043652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000533336,"about_ca_system_score_gemma":0.00006722529,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005809484,"about_ca_topic_score_gemma":0.000002382763,"domain_scores_codex":[0.9981496,0.0006491634,0.0005121125,0.0002241817,0.0002088483,0.0002560853],"domain_scores_gemma":[0.9975812,0.00171666,0.0001876351,0.00005876358,0.00007575373,0.0003800304],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006124776,0.0001260924,0.9840599,0.00000684831,0.0002125556,0.0002735576,0.000326021,2.345127e-7,0.0002064394,0.00001323294,0.00004311025,0.008607253],"study_design_scores_gemma":[0.006464218,0.003402312,0.9866452,0.00009739902,0.000161616,0.0001010671,0.002613266,0.00003075223,0.0001501795,0.0001061936,0.0001557555,0.00007210402],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959039,0.001085672,0.000004837951,0.002359517,0.00007340281,0.0002629065,0.000002438312,0.00001035102,0.0002969935],"genre_scores_gemma":[0.9991044,0.0004159343,0.00002276363,0.0002307469,0.000115012,0.00001041916,0.00000235573,0.00001325044,0.00008515405],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00853515,"threshold_uncertainty_score":0.3502545,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2114172412140852,"score_gpt":0.4866997682598442,"score_spread":0.275282527045759,"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."}}