{"id":"W4403980906","doi":"10.17269/s41997-024-00958-7","title":"Factors associated with the development, severity, and resolution of post COVID-19 condition in adults living in Canada, January 2020 to August 2022","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Public Health","topic":"Long-Term Effects of COVID-19","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; Public Health Agency of Canada","funders":"Public Health Agency; Public Health Agency of Canada","keywords":"Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Medicine; Virology; Internal medicine; Outbreak","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"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":[0.0003216196,0.0002248267,0.0002134381,0.0006948896,0.00101787,0.0007260405,0.00053491,0.0002842658,0.001630109],"category_scores_gemma":[0.002006329,0.0001687082,0.0003689961,0.001398516,0.000305776,0.0002914306,0.0005028814,0.0007479204,0.0001225419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005777094,"about_ca_system_score_gemma":0.009559273,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9442809,"about_ca_topic_score_gemma":0.9622423,"domain_scores_codex":[0.9995585,0.00002646702,0.00003937862,0.00006030842,0.0001242684,0.0001910891],"domain_scores_gemma":[0.998557,0.00005454197,0.000505693,0.00002601994,0.000492332,0.0003643782],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001470117,0.000008817391,0.9980944,0.00001481872,0.00001426562,0.00002944469,0.00006049038,0.0000419021,0.00002712704,0.00001886109,0.0005459922,0.001129322],"study_design_scores_gemma":[0.000001169725,0.000007713939,0.9992425,0.0000217704,0.000007161487,0.00004544131,0.0002384934,0.0001014154,0.00001147703,0.000006700645,0.0003142039,0.0000019276],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9857479,0.001270073,0.0001314045,0.0008079412,0.0000295454,0.00005803811,0.009163485,0.00001438087,0.002777271],"genre_scores_gemma":[0.995102,0.0005702366,0.0001424976,0.0001042306,0.00001542352,0.00001722371,0.003623444,0.000002328616,0.0004225335],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05571914,"threshold_uncertainty_score":0.1120945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02920487705909672,"score_gpt":0.2941456096301757,"score_spread":0.2649407325710789,"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."}}