{"id":"W3172612929","doi":"10.3390/biology10060545","title":"Coronavirus Disease 2019 (COVID-19) Crisis: Losing Our Immunity When We Need It the Most","year":2021,"lang":"en","type":"article","venue":"Biology","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Biology; Herd immunity; Isolation (microbiology); Pandemic; Immunity; Vaccination; Coronavirus; Population; Disease; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Contagious disease; Environmental health; Epidemiology; Immunology; Infectious disease (medical specialty); Virology; Immune system; Medicine; Outbreak; Bioinformatics","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004193466,0.0001938003,0.0002550207,0.00006080155,0.0003771911,0.00002259873,0.0003665381,0.0001800439,0.001784019],"category_scores_gemma":[0.0002272715,0.0001469546,0.0001126639,0.0001863648,0.00009854396,0.00003897042,0.0002403843,0.0003348642,0.0008484306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003016844,"about_ca_system_score_gemma":0.001085009,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01214107,"about_ca_topic_score_gemma":0.001286746,"domain_scores_codex":[0.9976615,0.0009603104,0.0003174353,0.0004460288,0.00008322154,0.0005315535],"domain_scores_gemma":[0.9982221,0.0003563464,0.0001160061,0.0008422779,0.00005145463,0.0004118659],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002273647,0.001488312,0.115265,0.0002894549,0.000403277,0.0005901162,0.0144811,0.00001340098,0.005286581,0.03235579,0.7686571,0.05889628],"study_design_scores_gemma":[0.001042347,0.0001255586,0.02233982,0.00001238668,0.00005850049,0.00003729581,0.01037914,0.000007497217,0.00006004326,0.004461609,0.9612723,0.0002034973],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3226369,0.04182854,0.001636858,0.6179809,0.008431677,0.00108496,0.0009848683,0.0003083047,0.00510701],"genre_scores_gemma":[0.8854272,0.0007117943,0.00006127203,0.1081617,0.0003986793,0.00006408199,0.0002538051,0.00002602266,0.004895511],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5627903,"threshold_uncertainty_score":0.9999295,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2267165204666781,"score_gpt":0.4875654376583902,"score_spread":0.2608489171917121,"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."}}