{"id":"W4403209656","doi":"10.1002/brb3.70087","title":"High Somatization Rates, Frequent Spontaneous Recovery, and a Lack of Organic Biomarkers in Post‐Covid‐19 Condition","year":2024,"lang":"en","type":"article","venue":"Brain and Behavior","topic":"Long-Term Effects of COVID-19","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Kepler Universitätsklinikum","keywords":"Somatization; Medicine; Epworth Sleepiness Scale; Anxiety; Depression (economics); Montreal Cognitive Assessment; Insomnia; Biomarker; Internal medicine; Psychiatry; Cognition; Physical therapy; Pediatrics; Cognitive impairment; Polysomnography; Electroencephalography","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002628183,0.0001333257,0.0002296047,0.000261624,0.00003030952,0.00004290687,0.0000348007,0.0001143393,0.000260127],"category_scores_gemma":[0.0004511149,0.0001171396,0.00003510952,0.0001918586,0.0000845124,0.000120907,0.00002776911,0.000091596,0.000009278568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001541343,"about_ca_system_score_gemma":0.0002266337,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003706682,"about_ca_topic_score_gemma":0.0003664522,"domain_scores_codex":[0.9991237,0.00007349276,0.0002468848,0.0002667873,0.0001499459,0.0001391924],"domain_scores_gemma":[0.999221,0.0004003201,0.00005277525,0.000133315,0.00003155678,0.0001610932],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0007371109,0.0004820144,0.07559888,0.004078777,0.0001528906,0.009187493,0.001245904,0.00000248821,0.8822189,0.0008911378,0.00370402,0.02170037],"study_design_scores_gemma":[0.008638966,0.002983755,0.949438,0.002162067,0.001152372,0.008001556,0.0004889422,0.0003329236,0.02253108,0.001743071,0.001831404,0.0006958632],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925663,0.0008568219,0.00007955877,0.005360955,0.0001593976,0.0008151612,0.0000617152,0.00007140092,0.00002865883],"genre_scores_gemma":[0.9976522,0.0001200235,0.0002914904,0.001337394,0.00003886453,0.0000344056,0.0002750972,0.00002409861,0.0002264411],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8738391,"threshold_uncertainty_score":0.4776815,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01591849419153404,"score_gpt":0.3180785463051192,"score_spread":0.3021600521135852,"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."}}