{"id":"W4391925502","doi":"10.1016/j.jagp.2024.01.051","title":"Role of Central and Peripheral Physiological Markers in Understanding and Monitoring the Clinical Illness in Dementia","year":2024,"lang":"en","type":"article","venue":"American Journal of Geriatric Psychiatry","topic":"Diet and metabolism studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ontario Shores Centre for Mental Health Sciences; University of Toronto","funders":"","keywords":"Dementia; Peripheral; Medicine; Neuroscience; Psychology; Pathology; Internal medicine; Disease","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":[0.002482646,0.0009392407,0.001235709,0.00150706,0.0004730742,0.002140354,0.0003835151,0.0009062397,0.0007386936],"category_scores_gemma":[0.005770694,0.0002822248,0.000338319,0.001502332,0.0007274973,0.001438854,0.0006577728,0.00172555,0.00009416843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004112845,"about_ca_system_score_gemma":0.0006002906,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002776645,"about_ca_topic_score_gemma":0.003869389,"domain_scores_codex":[0.9990245,0.0005863126,0.0001116712,0.0001000174,0.0001252572,0.00005212443],"domain_scores_gemma":[0.9959322,0.002484409,0.000661252,0.0001997358,0.0004359816,0.0002864901],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004959485,0.0008767212,0.8816522,0.0005172036,0.000729223,0.0005061997,0.0006205345,0.0006527761,0.004322253,0.0006153735,0.0003722747,0.1041757],"study_design_scores_gemma":[0.00004080289,0.001324031,0.994348,0.0001253931,0.0002509378,0.0005342931,0.0003775958,0.0006058571,0.0007932744,0.0008080861,0.000768589,0.00002300262],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8969485,0.08498837,0.002131553,0.0009515164,0.0001980304,0.0001051439,0.0004924264,0.00003617168,0.01414841],"genre_scores_gemma":[0.9862598,0.009430518,0.003185406,0.000302985,0.0001537253,0.00004055859,0.0001205253,0.000007574716,0.0004988979],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002776645,"threshold_uncertainty_score":0.01312965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02329752011413175,"score_gpt":0.3155214047509847,"score_spread":0.2922238846368529,"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."}}