{"id":"W4403356827","doi":"10.1002/alz.14286","title":"A multilayer network analysis of Alzheimer's disease pathogenesis: Roles for p‐tau, synaptic peptides, and physical activity","year":2024,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Alzheimer's disease research and treatments","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of the Fraser Valley; BC Mental Health & Substance Use Services; University of British Columbia","funders":"National Institutes of Health; Berrikuntza + Ikerketa + Osasuna Eusko Fundazioa; Canadian Institutes of Health Research; National Institute on Aging; Eusko Jaurlaritza; Ministerio de Ciencia, Innovación y Universidades","keywords":"Neuroscience; Neuropathology; Cognition; Psychology; Disease; Medicine; Pathology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.001239128,0.0006271665,0.0005059892,0.002218148,0.0003832749,0.001083905,0.0003506352,0.0002922144,0.00135531],"category_scores_gemma":[0.003763716,0.0001958724,0.0008098759,0.001172557,0.0003299277,0.000916428,0.0007650353,0.0003989858,0.0001264149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007860542,"about_ca_system_score_gemma":0.000522074,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008634479,"about_ca_topic_score_gemma":0.008598621,"domain_scores_codex":[0.9996183,0.0001700038,0.00002536185,0.0001011008,0.00004554441,0.00003962139],"domain_scores_gemma":[0.9985809,0.0006651491,0.000385081,0.00009493385,0.0001539005,0.0001200032],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0008606969,0.0002437128,0.6876963,0.0003829868,0.002407351,0.0004013112,0.0007352501,0.1821777,0.00796333,0.01187582,0.001899945,0.1033554],"study_design_scores_gemma":[0.00002157844,0.0002033647,0.2901387,0.00007715709,0.0005460282,0.0002625793,0.000278753,0.6771964,0.0005778279,0.02940787,0.001254933,0.00003475972],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8940663,0.001546027,0.09982605,0.000862835,0.00003509417,0.00007611678,0.001684482,0.0001534928,0.001749538],"genre_scores_gemma":[0.9876835,0.0004149559,0.01094119,0.00002665147,0.00002106006,0.00003965048,0.0004561723,0.000006874809,0.0004099354],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008634479,"threshold_uncertainty_score":0.01716846,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03176137521595102,"score_gpt":0.3261187759916634,"score_spread":0.2943574007757124,"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."}}