{"id":"W4213413759","doi":"10.2196/33704","title":"The Impact of Long COVID-19 on Mental Health: Observational 6-Month Follow-Up Study","year":2022,"lang":"en","type":"article","venue":"JMIR Mental Health","topic":"Long-Term Effects of COVID-19","field":"Medicine","cited_by":146,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"ZonMw","keywords":"Depression (economics); Anxiety; Medicine; Observational study; Coronavirus disease 2019 (COVID-19); Hospital Anxiety and Depression Scale; Internal medicine; Demographics; Psychiatry; Mental health; Disease; Demography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.001199053,0.0003656909,0.000683937,0.00102538,0.001266893,0.0007702268,0.0006476948,0.0006771061,0.001606126],"category_scores_gemma":[0.003426566,0.0004091127,0.0008410032,0.001222662,0.0005318056,0.0009671458,0.001423573,0.001229375,0.0005269583],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008164856,"about_ca_system_score_gemma":0.0009831103,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006468578,"about_ca_topic_score_gemma":0.007915732,"domain_scores_codex":[0.9991572,0.0002110873,0.0001194709,0.0001683835,0.0001703905,0.0001734734],"domain_scores_gemma":[0.9961001,0.0004299851,0.001847908,0.0003091545,0.0004260441,0.0008868164],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003266311,0.0002621255,0.9977729,0.00002320855,0.0000595653,0.0001412511,0.0002589559,0.00001609192,0.00008399333,0.000009205839,0.0001243568,0.0009217229],"study_design_scores_gemma":[0.00003911662,0.0007066035,0.9978468,0.00002419981,0.00004414791,0.0003234861,0.00067124,0.0000702876,0.00003399217,0.00001403681,0.0002178091,0.00000825905],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990989,0.0001437677,0.00005685189,0.00002317759,0.00000592872,0.00005291271,0.0004325388,0.000001697674,0.0001842188],"genre_scores_gemma":[0.9985061,0.0001413642,0.0001141515,0.00004755401,0.0000239614,0.00008541276,0.0009527528,0.000001844289,0.0001270299],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006468578,"threshold_uncertainty_score":0.01286185,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05597768233955217,"score_gpt":0.4348275808421577,"score_spread":0.3788498985026055,"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."}}