{"id":"W4296707460","doi":"10.1136/bmj.o2188","title":"How “long covid” is shedding light on postviral syndromes","year":2022,"lang":"en","type":"article","venue":"BMJ","topic":"Long-Term Effects of COVID-19","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Stephen's University","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Coronavirus Infections; Betacoronavirus; Virology; Viral shedding; Computer science; Medicine; Outbreak; Pathology; Virus; Infectious disease (medical specialty); Disease","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":[0.009157699,0.0007632614,0.001502397,0.001676271,0.004107209,0.005698113,0.001332278,0.01150674,0.01898394],"category_scores_gemma":[0.03943185,0.0006786499,0.001541237,0.001006104,0.00642116,0.01262858,0.003029566,0.02219917,0.006194285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00423561,"about_ca_system_score_gemma":0.006507367,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01662754,"about_ca_topic_score_gemma":0.03108816,"domain_scores_codex":[0.9927589,0.002882696,0.0006598737,0.0005052089,0.002261829,0.0009314332],"domain_scores_gemma":[0.9677856,0.01245891,0.001979947,0.001210896,0.009255424,0.007309075],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002452103,0.00007120752,0.002605584,0.0007947771,0.0001061712,0.0005363807,0.0007212788,0.00007829587,0.0005946256,0.009888742,0.921125,0.06323273],"study_design_scores_gemma":[0.00008806763,0.000150052,0.003983315,0.002313545,0.00008646701,0.001017882,0.002376094,0.00008441971,0.000273912,0.01721,0.9723094,0.0001067918],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0006892618,0.04467711,0.0001835766,0.9137967,0.03668276,0.000006679777,0.0001564835,0.00004074683,0.003766643],"genre_scores_gemma":[0.01765209,0.1184574,0.000722705,0.7346641,0.1194421,0.00003399601,0.0002180746,0.000155372,0.008654113],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01898394,"threshold_uncertainty_score":0.06350756,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01832253823620968,"score_gpt":0.3188761267465025,"score_spread":0.3005535885102928,"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."}}