{"id":"W3040997762","doi":"10.2196/21866","title":"Self-Reported Symptoms of SARS-CoV-2 Infection in a Nonhospitalized Population in Italy: Cross-Sectional Study of the EPICOVID19 Web-Based Survey","year":2020,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"Long-Term Effects of COVID-19","field":"Medicine","cited_by":83,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cross-sectional study; Population; Odds ratio; Logistic regression; myalgia; Demography; Pediatrics; Internal medicine; Environmental health; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003087346,0.0001855444,0.0006621337,0.0002801486,0.00006453718,0.00003196655,0.0001057663,0.0001380078,0.000004573722],"category_scores_gemma":[0.003305473,0.0001499924,0.00007552355,0.001428927,0.000065662,0.0001656566,0.00005338159,0.0002801291,7.605266e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002644165,"about_ca_system_score_gemma":0.001304953,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0123238,"about_ca_topic_score_gemma":0.01296392,"domain_scores_codex":[0.996441,0.001114684,0.001142413,0.000428491,0.0005341258,0.0003392761],"domain_scores_gemma":[0.9980199,0.000593843,0.0005966935,0.0003417706,0.0002374794,0.0002102753],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004963427,0.000857615,0.9965322,0.001054636,0.00003950862,0.000005591896,0.0005568563,0.00004061643,0.0001122974,0.000009906317,0.00003237776,0.0002620766],"study_design_scores_gemma":[0.00808611,0.001299141,0.985867,0.00003526041,0.000001510997,0.000005107248,0.00001381303,0.004432543,0.00001043638,0.000005613962,0.0001312181,0.0001122206],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946553,0.00006168568,0.00002298415,0.002212762,0.0001584521,0.002760131,0.00002509176,0.00006926855,0.00003429036],"genre_scores_gemma":[0.9981955,0.00001212966,0.0000227629,0.001488425,0.0000368433,0.0001119531,0.0001099956,0.00001987745,0.000002515458],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01066515,"threshold_uncertainty_score":0.9942532,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04727359010508375,"score_gpt":0.3711220384455063,"score_spread":0.3238484483404225,"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."}}