{"id":"W4311999503","doi":"10.1002/alz.069086","title":"The Utility of Blood Based Biomarkers in Detecting Neurological Complications of COVID‐19 in Critically Ill Patients","year":2022,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Long-Term Effects of COVID-19","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Intensive care unit; Mann–Whitney U test; Coronavirus disease 2019 (COVID-19); Receiver operating characteristic; Internal medicine; Pediatrics; Emergency medicine; Disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0006728118,0.0004649081,0.0004988522,0.0008579097,0.0002490724,0.0009336759,0.0002343442,0.0004621073,0.0008067875],"category_scores_gemma":[0.002584636,0.0001444209,0.0002752886,0.0005701016,0.0001965309,0.0003696194,0.0003098238,0.0005280423,0.0002181628],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003208894,"about_ca_system_score_gemma":0.0002489006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001230921,"about_ca_topic_score_gemma":0.00158036,"domain_scores_codex":[0.9995027,0.0001473654,0.00008544201,0.00009455251,0.00009525484,0.00007477074],"domain_scores_gemma":[0.9980674,0.0005805698,0.0006785809,0.00005612035,0.0003313055,0.0002860308],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006402239,0.0000504143,0.992968,0.00002461826,0.00004430514,0.000101567,0.0000260296,0.00008899251,0.001541842,0.00001049661,0.00008918869,0.004414384],"study_design_scores_gemma":[0.00002573477,0.0009646955,0.9946675,0.00003589781,0.00005919886,0.0005132911,0.0001628409,0.0013207,0.001857546,0.00004540073,0.0003356051,0.00001166446],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970875,0.00139835,0.0003300453,0.00007535488,0.00001915717,0.00002229445,0.000312759,0.00001191336,0.000742619],"genre_scores_gemma":[0.998565,0.0003210237,0.0005424799,0.00006273873,0.0000298214,0.00002282478,0.0003137909,0.000001830879,0.0001404727],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001230921,"threshold_uncertainty_score":0.003558218,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02878902318155397,"score_gpt":0.3073060909466304,"score_spread":0.2785170677650764,"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."}}