{"id":"W4413580289","doi":"10.64628/aam.5u9vvusad","title":"Long COVID: For the 1 in 10 patients who become long-haulers, COVID-19 has lasting effects","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Long-Term Effects of COVID-19","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Virology; History; Medicine; Internal medicine; Outbreak; Infectious disease (medical specialty)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006780004,0.0004893267,0.0005430647,0.0002431383,0.0007199967,0.0009770744,0.0002231688,0.0006969157,0.01529543],"category_scores_gemma":[0.002545786,0.00007716376,0.0004568232,0.0004685538,0.0004471249,0.0006665702,0.0007822463,0.0009496757,0.002397361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004914512,"about_ca_system_score_gemma":0.0006882653,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008037075,"about_ca_topic_score_gemma":0.001413716,"domain_scores_codex":[0.9996511,0.00007215035,0.0000249093,0.00004884479,0.00006519049,0.0001378624],"domain_scores_gemma":[0.9986273,0.0002670271,0.0003420221,0.00009955443,0.00009366233,0.0005704662],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.02867219,0.00133592,0.2719513,0.001067836,0.000543833,0.008815217,0.0004715443,0.0002828224,0.0147972,0.003134887,0.06983182,0.5990953],"study_design_scores_gemma":[0.003766188,0.01820416,0.7392189,0.001214996,0.001127115,0.02536125,0.001505782,0.000759014,0.01826068,0.006456491,0.1839441,0.0001812415],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.8753376,0.03968295,0.00165268,0.0143867,0.002397701,0.0001326732,0.003911094,0.0003924345,0.06210613],"genre_scores_gemma":[0.9768192,0.004571383,0.0009070219,0.003510936,0.001407687,0.00005541183,0.0022265,0.00006110725,0.01044065],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01529543,"threshold_uncertainty_score":0.05116826,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03551205441978711,"score_gpt":0.3362982184218421,"score_spread":0.300786164002055,"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."}}