{"id":"W4391542136","doi":"10.2196/47453","title":"Profiles of Cough and Associated Risk Factors in Nonhospitalized Individuals With SARS-CoV-2 Omicron Variant Infection: Cross-Sectional Online Survey in China","year":2024,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"Respiratory and Cough-Related Research","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; GERD; Cross-sectional study; Internal medicine; Odds ratio; Chronic cough; Visual analogue scale; Nasal congestion; Asthma; Reflux; Disease; Physical therapy; Surgery; Nose; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000795526,0.0002604451,0.0003324084,0.0007703824,0.000469065,0.0003502644,0.0003169157,0.00043159,0.001020124],"category_scores_gemma":[0.00122487,0.0002584703,0.0003830924,0.0009276143,0.000261427,0.000572528,0.0004822304,0.0003690114,0.0001687246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005094327,"about_ca_system_score_gemma":0.0005795576,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01930275,"about_ca_topic_score_gemma":0.02193636,"domain_scores_codex":[0.9994764,0.0001094679,0.00008202279,0.000120914,0.0001006057,0.0001106826],"domain_scores_gemma":[0.9989304,0.00008910167,0.0004812085,0.00006737822,0.0001554183,0.0002765565],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001011356,0.00001326258,0.999476,0.000007352483,0.00001092171,0.00002686048,0.00006813592,0.000009065711,0.00007647434,0.000003248177,0.00005178797,0.0002467753],"study_design_scores_gemma":[9.80388e-7,0.00001938556,0.9997219,0.000002551394,0.000003027166,0.00003710807,0.000133373,0.00003860315,0.000007216933,0.000002462252,0.00003223341,0.000001161324],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999141,0.00006664198,0.00002531609,0.00004491664,0.000003166484,0.00001273783,0.0005043657,0.000001593536,0.0002002674],"genre_scores_gemma":[0.9993232,0.00005370525,0.00003460524,0.00005207565,0.000004779061,0.00001317406,0.0004315024,6.602691e-7,0.00008625011],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01930275,"threshold_uncertainty_score":0.0383808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05888046849829732,"score_gpt":0.3764707459320903,"score_spread":0.317590277433793,"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."}}