{"id":"W3162558207","doi":"10.1371/journal.pone.0245031","title":"The Biobanque québécoise de la COVID-19 (BQC19)—A cohort to prospectively study the clinical and biological determinants of COVID-19 clinical trajectories","year":2021,"lang":"en","type":"article","venue":"PLoS ONE","topic":"SARS-CoV-2 detection and testing","field":"Medicine","cited_by":71,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital Maisonneuve-Rosemont; Douglas Mental Health University Institute; Centre Hospitalier Universitaire Sainte-Justine; Jewish General Hospital; Sante Montreal; Centre hospitalier universitaire de Québec; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Centre Hospitalier Universitaire de Sherbrooke; Montreal Clinical Research Institute; Université du Québec à Chicoutimi; Université de Montréal; Fonds de Recherche du Québec - Santé; Université Laval; Centre Hospitalier de l’Université de Montréal; Genome Canada; Centre Intégré Universitaire de Santé et de Services Sociaux du Saguenay–Lac-Saint-Jean; McGill University Health Centre; McGill University; Hôpital du Sacré-Cœur de Montréal; McGill Genome Centre; Université de Sherbrooke","funders":"Institut universitaire de cardiologie et de pneumologie de Québec, Université Laval; Jewish General Hospital; McGill University Health Centre; Public Health Agency of Canada; McGill University; Génome Québec; Fonds de Recherche du Québec - Santé; Université du Québec à Chicoutimi","keywords":"Biobank; Pandemic; Outbreak; Coronavirus disease 2019 (COVID-19); Disease; Medicine; Virology; Biology; Bioinformatics; Internal medicine; Infectious disease (medical specialty)","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.004718072,0.0001936257,0.0007066317,0.00004711212,0.0003805617,0.00005328882,0.0001927758,0.0002149104,0.00001783014],"category_scores_gemma":[0.06391919,0.0001103328,0.0001465744,0.0003945997,0.001021011,0.00002886153,0.0001727587,0.0005939782,0.000008560166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001132092,"about_ca_system_score_gemma":0.001417328,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000711553,"about_ca_topic_score_gemma":0.002368188,"domain_scores_codex":[0.9963571,0.001498412,0.0009119475,0.0005583318,0.0003758893,0.0002982497],"domain_scores_gemma":[0.9900282,0.008588752,0.0002274152,0.0005140768,0.00023019,0.0004113913],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007526419,0.003118077,0.9883977,0.00005817558,0.0003834697,0.0002197274,0.001103268,2.088595e-7,0.004634093,0.00009254097,0.0001019938,0.001138146],"study_design_scores_gemma":[0.002641473,0.002208911,0.9781357,0.0000602706,0.0003894886,0.0001776938,0.002549431,0.00008543361,0.01067806,0.000441556,0.002468521,0.0001634439],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955727,0.0002683463,0.00008923023,0.002073855,0.0001114403,0.001447538,0.00001519877,0.0001191787,0.0003025174],"genre_scores_gemma":[0.9910084,0.0001854363,0.0005828054,0.007696676,0.000284439,0.0001435364,0.00000124429,0.00002080565,0.00007668088],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05920112,"threshold_uncertainty_score":0.9439658,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2449953253438554,"score_gpt":0.4431372328271697,"score_spread":0.1981419074833142,"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."}}