{"id":"W4390260765","doi":"10.1016/j.jns.2023.121125","title":"Pet-based Braak staging predicts neuropsychiatric burden and severity in aging and Alzheimer's disease","year":2023,"lang":"en","type":"article","venue":"Journal of the Neurological Sciences","topic":"Diet and metabolism studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Disease; Medicine; Alzheimer's disease; Psychology; Gerontology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0005127672,0.0006646854,0.0003818113,0.0008278366,0.0003001464,0.0009889558,0.0003498986,0.000672414,0.001558802],"category_scores_gemma":[0.001288653,0.0002647702,0.0003238953,0.000488854,0.0002725368,0.0006916203,0.0003035922,0.0004611135,0.0003643071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002559767,"about_ca_system_score_gemma":0.0001788103,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004714199,"about_ca_topic_score_gemma":0.009128121,"domain_scores_codex":[0.9998958,0.00002658064,0.00001277401,0.00002437061,0.0000175281,0.00002300918],"domain_scores_gemma":[0.9995083,0.00008715985,0.0001836001,0.00004491468,0.00008986727,0.00008618263],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001030274,0.00008835825,0.9889685,0.00002837222,0.00022668,0.0001553237,0.0000698243,0.0002091562,0.001949029,0.00005534435,0.0002293713,0.006989667],"study_design_scores_gemma":[0.000008624865,0.0001215905,0.9986284,0.000005732148,0.00006369825,0.0003633985,0.00007136648,0.0003459603,0.0001555995,0.0001232281,0.000107414,0.000005093015],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965048,0.0009895078,0.0001947592,0.00004517795,0.00001590378,0.00001114098,0.0003485335,0.00001231918,0.001877829],"genre_scores_gemma":[0.9987196,0.0002165516,0.00019988,0.00002199883,0.00001230654,0.000005473003,0.0003151104,0.000002882247,0.0005061792],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004714199,"threshold_uncertainty_score":0.009373486,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03262643178904876,"score_gpt":0.2928783828195753,"score_spread":0.2602519510305266,"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."}}