{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001094493,0.0009724615,0.0008212133,0.0008432555,0.0034175,0.001642597,0.001207117,0.0009776051,0.004715669],"category_scores_gemma":[0.001533725,0.000521889,0.0007449332,0.001517731,0.0005252954,0.0009197255,0.001310296,0.001779934,0.001822038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008138985,"about_ca_system_score_gemma":0.009586118,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7557074,"about_ca_topic_score_gemma":0.7902814,"domain_scores_codex":[0.9993901,0.00006171678,0.00003072933,0.0002122264,0.0001292542,0.0001759486],"domain_scores_gemma":[0.9982261,0.00008077514,0.0002014016,0.0002674738,0.0007140128,0.000510353],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001360022,0.0005071809,0.9372329,0.0001395133,0.0002629471,0.0009756092,0.001169303,0.0001917118,0.002054321,0.00104257,0.04060762,0.01445639],"study_design_scores_gemma":[0.0003057319,0.0005991086,0.9453728,0.0002657514,0.0001564437,0.00108366,0.00138929,0.0008221812,0.0003101777,0.0003204562,0.04929319,0.00008124509],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8985655,0.002184828,0.003271659,0.00139471,0.0003212572,0.002184937,0.08340205,0.00009395659,0.008581189],"genre_scores_gemma":[0.9177065,0.001163031,0.0044927,0.002352495,0.0002432252,0.002769758,0.05724172,0.0001643915,0.01386634],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2442926,"threshold_uncertainty_score":0.4914626,"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."}}