{"id":"W4321639038","doi":"10.1136/bmjopen-2022-068803","title":"Cohort profile: A Québec-based plasma donor biobank to study COVID-19 immunity (PlasCoV)","year":2023,"lang":"en","type":"article","venue":"BMJ Open","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Héma-Québec","funders":"","keywords":"Biobank; Medicine; Immunity; Immunology; Immune system; Coronavirus disease 2019 (COVID-19); Vaccine efficacy; Cohort; Vaccination; Seroprevalence; Cohort study; Phlebotomy; Virology; Internal medicine; Antibody; Disease; Bioinformatics; Biology; Serology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001663296,0.0006266339,0.000334401,0.001102575,0.002224613,0.00120962,0.001204538,0.0005554906,0.00952891],"category_scores_gemma":[0.001887313,0.0003095669,0.0003622707,0.002132995,0.0003340569,0.0003413767,0.0008525874,0.000722825,0.001761811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008725767,"about_ca_system_score_gemma":0.01013046,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8240789,"about_ca_topic_score_gemma":0.8435284,"domain_scores_codex":[0.9991323,0.0001112563,0.00005353516,0.0002724141,0.0002163029,0.0002141933],"domain_scores_gemma":[0.9973153,0.00008600157,0.0004436405,0.0003141145,0.001184839,0.0006560233],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001093061,0.000183391,0.9312774,0.0001595652,0.0002074595,0.0003702138,0.0004648178,0.0002353601,0.001568401,0.000730386,0.04792237,0.0157876],"study_design_scores_gemma":[0.0001972931,0.0002367121,0.9616449,0.0001500361,0.00008696904,0.0005075986,0.0003991846,0.0004874434,0.0005125489,0.0001083,0.03563673,0.00003231681],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7788131,0.001962447,0.00365257,0.001566127,0.0002025819,0.002699542,0.1963493,0.0001848842,0.01456924],"genre_scores_gemma":[0.8913783,0.0009122916,0.003401937,0.001995099,0.0001308424,0.001403941,0.08304162,0.00008976833,0.01764628],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1759211,"threshold_uncertainty_score":0.3539143,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1673866834550385,"score_gpt":0.4822165085274285,"score_spread":0.31482982507239,"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."}}