{"id":"W4407135887","doi":"10.22328/2079-5343-2024-15-4-7-22","title":"Neuropsychiatric consequences and radiological manifestations of COVID-19","year":2025,"lang":"en","type":"article","venue":"Diagnostic radiology and radiotherapy","topic":"Long-Term Effects of COVID-19","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Radiological weapon; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Pandemic; Medicine; Virology; Pathology; Radiology; Disease; Outbreak; Infectious disease (medical specialty)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002573841,0.0003963488,0.0003584019,0.0008560442,0.0005146835,0.0003766418,0.0001906288,0.0002738167,0.003115931],"category_scores_gemma":[0.0008085241,0.0001491435,0.0002744104,0.0004377847,0.0004419311,0.0003140281,0.0004845682,0.0003632744,0.0003422957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003006089,"about_ca_system_score_gemma":0.0003525307,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002657639,"about_ca_topic_score_gemma":0.003260185,"domain_scores_codex":[0.9998618,0.00002310896,0.00001666175,0.00002487827,0.00002595036,0.00004747579],"domain_scores_gemma":[0.9994932,0.0000483753,0.0001951431,0.00002113187,0.00006367589,0.0001784324],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002796911,0.00008297504,0.9911153,0.00003276446,0.00002907181,0.005095811,0.0001819241,0.00002442504,0.0007885238,0.00001564306,0.000100311,0.002253496],"study_design_scores_gemma":[0.000007661246,0.0004058301,0.9871732,0.00001058779,0.00001216211,0.01187351,0.0001874648,0.00001848371,0.0001020575,0.00001955051,0.0001856495,0.000003781439],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975513,0.0005223064,0.00004209404,0.00002562461,0.000007722748,0.00002658907,0.0002774027,0.000004590564,0.001542414],"genre_scores_gemma":[0.9990508,0.0002196978,0.00004715114,0.00002622452,0.00001666139,0.000008686738,0.0002691357,8.950983e-7,0.0003607387],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003115931,"threshold_uncertainty_score":0.01042378,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01153166204157466,"score_gpt":0.3256767573224457,"score_spread":0.314145095280871,"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."}}