{"id":"W4406201291","doi":"10.1002/alz.092541","title":"Whole‐blood RNA from different cohorts and profiling techniques consistently predicts cognitive performance across Alzheimer's spectrum","year":2024,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Metabolomics and Mass Spectrometry Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Neurological Institute and Hospital; McGill University","funders":"","keywords":"Profiling (computer programming); Cognition; Psychology; Computational biology; Biology; Neuroscience; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002362393,0.0005895947,0.0006519094,0.001401872,0.0006926209,0.001517117,0.0004759172,0.0006589778,0.004038051],"category_scores_gemma":[0.00416956,0.0003616227,0.0006868852,0.001265636,0.0004969654,0.0004017511,0.000694553,0.0008160822,0.001632325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002465885,"about_ca_system_score_gemma":0.0004801565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001379202,"about_ca_topic_score_gemma":0.003381125,"domain_scores_codex":[0.9975495,0.0004448395,0.0001929614,0.00123861,0.0004076622,0.0001663881],"domain_scores_gemma":[0.9980558,0.0006316393,0.0003419085,0.0004228063,0.0004279069,0.0001198141],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003131257,0.0002692855,0.4856981,0.001266484,0.00335313,0.0003160703,0.001012281,0.001359751,0.399949,0.001123534,0.01567517,0.0868459],"study_design_scores_gemma":[0.0001274038,0.0007364213,0.9015359,0.0003193071,0.001902232,0.001317111,0.0005625772,0.002860476,0.06321878,0.004049502,0.02323355,0.0001367919],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8604649,0.007942986,0.06373959,0.001110566,0.0005799995,0.0003047507,0.05566931,0.001261674,0.008926363],"genre_scores_gemma":[0.9070852,0.002814365,0.04110062,0.00186838,0.00045421,0.001206057,0.03885699,0.001018005,0.005596203],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004038051,"threshold_uncertainty_score":0.01350868,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01610311849438637,"score_gpt":0.263444213108767,"score_spread":0.2473410946143807,"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."}}