{"id":"W4385186604","doi":"10.1007/978-3-031-31982-2_4","title":"Making Pre-screening for Alzheimer’s Disease (AD) and Postoperative Delirium Among Post-Acute COVID-19 Syndrome (PACS) a National Priority: The Deep Neuro Study","year":2023,"lang":"en","type":"article","venue":"Advances in experimental medicine and biology","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Adidas (Canada)","funders":"","keywords":"Delirium; Medicine; Encephalopathy; Biomarker; Disease; Cognitive decline; Cognition; Intensive care medicine; Dementia; Cognitive impairment; Internal medicine; Psychiatry","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":[0.001904688,0.0003779927,0.0006310741,0.0009885747,0.0009120439,0.001225694,0.0007406574,0.001117078,0.001646522],"category_scores_gemma":[0.00625859,0.000278662,0.0007092461,0.00094005,0.0005036852,0.001641673,0.001659852,0.001556961,0.0003207374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008923278,"about_ca_system_score_gemma":0.004021714,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02577524,"about_ca_topic_score_gemma":0.05029121,"domain_scores_codex":[0.9988311,0.0002958611,0.0002213059,0.0001714846,0.0001412295,0.0003389416],"domain_scores_gemma":[0.9965972,0.0006023458,0.0008545179,0.0001799325,0.0009163426,0.0008496406],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001830925,0.0002563963,0.9791605,0.00008325042,0.00008207581,0.00008266504,0.0001671177,0.00004045042,0.0001098925,0.0001879481,0.0008675463,0.01877908],"study_design_scores_gemma":[0.00003130232,0.0002823295,0.9952062,0.0002856507,0.00011032,0.0001818307,0.001840447,0.0002463837,0.00006292646,0.0006477241,0.001087435,0.00001748286],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9868633,0.004942419,0.000422773,0.004303191,0.0002605514,0.00008085479,0.0008270854,0.000005299005,0.002294496],"genre_scores_gemma":[0.9935567,0.002696236,0.0009751025,0.001342033,0.000184052,0.00008067649,0.0007936961,0.000004232284,0.0003673235],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02577524,"threshold_uncertainty_score":0.05125046,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08045015003025541,"score_gpt":0.4373987816915654,"score_spread":0.35694863166131,"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."}}