{"id":"W3203988138","doi":"10.3390/pathogens10101267","title":"Uncertainty around the Long-Term Implications of COVID-19","year":2021,"lang":"en","type":"article","venue":"Pathogens","topic":"Long-Term Effects of COVID-19","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"Medical Research Council","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Coronavirus; Development economics; Intensive care medicine; Economic growth; Medicine; Virology; Outbreak; Economics; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004124982,0.0001759432,0.000333973,0.00007448399,0.0001825505,0.00002763247,0.000237156,0.0001022309,0.0003608212],"category_scores_gemma":[0.002599381,0.0001268236,0.0002334905,0.0004317622,0.0002107209,0.00004928757,0.0001318995,0.0001946062,0.0000627717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002291855,"about_ca_system_score_gemma":0.001196759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006503743,"about_ca_topic_score_gemma":0.0001826662,"domain_scores_codex":[0.998512,0.0001731876,0.0003330639,0.0003686811,0.0003086716,0.0003043837],"domain_scores_gemma":[0.9968167,0.001210154,0.0001478215,0.001207457,0.0002394967,0.0003783487],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001384848,0.0004822275,0.7937077,0.001192373,0.0003044813,0.0006588197,0.001320974,0.0003577666,0.1848624,0.007297921,0.004621644,0.005055179],"study_design_scores_gemma":[0.002550595,0.0002357172,0.9618601,0.0001565018,0.0007133098,0.001110935,0.0003573377,0.0001664676,0.009245084,0.003074509,0.02017553,0.0003539032],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9387623,0.001391957,0.00543778,0.04951195,0.0002281618,0.0009796512,0.0002181306,0.000127773,0.003342304],"genre_scores_gemma":[0.9887826,0.0001333548,0.0004680669,0.009338634,0.0002551248,0.00008949464,0.0001913478,0.00002991428,0.000711425],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1756173,"threshold_uncertainty_score":0.5171714,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03086596129858182,"score_gpt":0.3377128160016635,"score_spread":0.3068468547030817,"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."}}