{"id":"W4321328684","doi":"10.18632/aging.204519","title":"The neuronal nucleus: a new battlefield in fight against neurodegeneration","year":2023,"lang":"en","type":"article","venue":"Aging","topic":"Alzheimer's disease research and treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Neuroscience; Neurodegeneration; Disease; Biology; Nucleus; Dementia; Medicine; Psychology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008218011,0.00006454661,0.00006766816,0.00006820683,0.0001162007,0.00003598042,0.00005364053,0.00001791831,0.00003063617],"category_scores_gemma":[0.00007261508,0.00004395945,0.00003776544,0.0002548896,0.00001617691,0.00005728082,0.00003855846,0.0001179614,0.0002738754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002141191,"about_ca_system_score_gemma":0.0001183317,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005295965,"about_ca_topic_score_gemma":0.00004376495,"domain_scores_codex":[0.9992816,0.00003314645,0.00009605836,0.0001450458,0.000201263,0.0002428988],"domain_scores_gemma":[0.99957,0.000108674,0.00001435643,0.0001615811,0.00001571731,0.000129722],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005247573,0.0004306539,0.3681366,0.00009087589,0.001966631,0.003784009,0.001314407,0.0005140723,0.005235653,0.001600988,0.2741848,0.3422166],"study_design_scores_gemma":[0.004624601,0.0002808613,0.9214802,0.0001997814,0.0001478168,0.00002385532,0.0002207532,0.03014561,0.004284647,0.0008634024,0.03745731,0.0002712158],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9788308,0.0009765998,0.00001243447,0.01640967,0.0001341475,0.0002282198,0.000003549577,0.00009414157,0.003310432],"genre_scores_gemma":[0.9976591,0.0003631224,0.00002831475,0.001095065,0.0001650555,0.0000139669,0.00004321728,0.00001415375,0.0006180207],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5533436,"threshold_uncertainty_score":0.3520206,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03542863981992647,"score_gpt":0.3132123731327338,"score_spread":0.2777837333128073,"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."}}