{"id":"W4404838205","doi":"10.1370/afm.22.s1.5999","title":"Understanding symptoms suggestive of Long COVID Syndrome and healthcare use among community-based populations","year":2024,"lang":"en","type":"article","venue":"","topic":"Long-Term Effects of COVID-19","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Context (archaeology); Health care; Descriptive statistics; Population; Intervention (counseling); Family medicine; Environmental health; Nursing","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":[0.0009197132,0.0001838242,0.0001833627,0.001137313,0.0007844443,0.001013026,0.0004709431,0.0006621649,0.002602893],"category_scores_gemma":[0.003749406,0.0002054672,0.0003992287,0.001155551,0.0003857985,0.001144785,0.001194132,0.000700423,0.0002346049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001358219,"about_ca_system_score_gemma":0.002297177,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2714482,"about_ca_topic_score_gemma":0.3539218,"domain_scores_codex":[0.9994881,0.0001301484,0.00005556943,0.00008647554,0.00008454156,0.0001551439],"domain_scores_gemma":[0.9987665,0.000222937,0.0004524865,0.00004302873,0.0002081104,0.0003069392],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001167661,0.0000488128,0.9925994,0.00004879772,0.00001940234,0.00006059547,0.00152063,0.00002653167,0.00006182209,0.00005787196,0.001244776,0.004299778],"study_design_scores_gemma":[0.000002900292,0.00003094336,0.9941891,0.0001346474,0.00001038567,0.00006690876,0.004695341,0.00008951682,0.00002185666,0.00006842533,0.0006835245,0.000006295818],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925713,0.0006961972,0.0001006346,0.0021274,0.00002314355,0.00004762413,0.001532592,0.00000499643,0.002896124],"genre_scores_gemma":[0.9970138,0.0007756398,0.0002089564,0.0007461745,0.00002176286,0.00006141427,0.0008863932,0.00000155162,0.0002842566],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2714482,"threshold_uncertainty_score":0.5397364,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1269482177596319,"score_gpt":0.3633325523463148,"score_spread":0.2363843345866829,"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."}}