{"id":"W4376630375","doi":"10.3390/healthcare11091309","title":"Understanding the Experience of Long COVID Symptoms in Hospitalized and Non-Hospitalized Individuals: A Random, Cross-Sectional Survey Study","year":2023,"lang":"en","type":"article","venue":"Healthcare","topic":"Long-Term Effects of COVID-19","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Alberta Health; University of Alberta; Alberta Health Services","funders":"Canadian Institutes of Health Research; Alberta Health Services","keywords":"Medicine; Coronavirus disease 2019 (COVID-19); Cross-sectional study; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Internal medicine; Disease","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003724369,0.0002393546,0.0006374926,0.0003464561,0.0003145809,0.00007677573,0.0002162295,0.0001506357,0.00003075191],"category_scores_gemma":[0.002601312,0.0001779489,0.00009027104,0.00108672,0.000333242,0.0001641841,0.0001710043,0.0003711809,0.000006934928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004027452,"about_ca_system_score_gemma":0.0004363881,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00394196,"about_ca_topic_score_gemma":0.001269762,"domain_scores_codex":[0.9967083,0.0008204305,0.0006792073,0.0005325617,0.0007832744,0.0004762252],"domain_scores_gemma":[0.9963335,0.002539685,0.0002227332,0.0004784188,0.0001498384,0.0002758454],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001062835,0.0001257871,0.9810556,0.0005492175,0.00007269588,0.0001246109,0.0168479,0.00002078116,0.00001366302,0.00004512673,0.00003967501,0.00004209943],"study_design_scores_gemma":[0.01446795,0.0008406086,0.9801823,0.0002051742,0.00001722875,0.00002106602,0.003666609,0.0002104804,0.00001437153,0.0002082551,0.000004877224,0.0001610526],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943906,0.0002768805,0.0002114677,0.00120297,0.0003411263,0.003385661,0.00005587111,0.0001077021,0.00002774325],"genre_scores_gemma":[0.9988459,0.00007763017,0.00001473343,0.0005328303,0.00005594807,0.0003159474,0.000070708,0.00003739915,0.00004884134],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01340512,"threshold_uncertainty_score":0.7256544,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0862361295509365,"score_gpt":0.4063018375564301,"score_spread":0.3200657080054936,"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."}}