{"id":"W4280505955","doi":"10.1038/s41418-022-01015-x","title":"Immune response in COVID-19: what is next?","year":2022,"lang":"en","type":"review","venue":"Cell Death and Differentiation","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":137,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; Princess Margaret Cancer Centre; Université Laval","funders":"Associazione Italiana per la Ricerca sul Cancro; Regione Lazio; Lazio Innova","keywords":"Immune system; Immunity; Pandemic; Immunology; Disease; Coronavirus disease 2019 (COVID-19); Innate immune system; Humoral immunity; Acquired immune system; Coronavirus; Medicine; Virus; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Biology; Virology; Infectious disease (medical specialty)","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":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00120997,0.0003509948,0.001531094,0.0005186275,0.0001815093,0.0001729294,0.0001581866,0.0002454168,0.001527016],"category_scores_gemma":[0.01120569,0.0002786139,0.0003990841,0.0004026526,0.00006633969,0.0002114052,0.0004056601,0.0007692701,0.00004146055],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006986351,"about_ca_system_score_gemma":0.001128886,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008216396,"about_ca_topic_score_gemma":0.000002856928,"domain_scores_codex":[0.9969716,0.0007183172,0.0007810192,0.0006376158,0.0005165557,0.0003748676],"domain_scores_gemma":[0.9902772,0.008461674,0.000271342,0.0005103256,0.0000377553,0.000441732],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009145165,0.0002952246,0.0002020464,0.04013833,0.00009924564,0.0001045866,0.0003898343,5.393551e-7,0.000007340993,0.00001751038,0.000197874,0.957633],"study_design_scores_gemma":[0.001440938,0.0003701539,0.002041033,0.003501234,0.0005384601,0.000003035915,0.0001163709,0.0000815309,0.000001472773,0.0001236477,0.9915457,0.0002363958],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0009346804,0.9963925,0.00009217359,0.0009371908,0.0002071598,0.001301837,0.0000235427,0.00004024876,0.00007061904],"genre_scores_gemma":[0.00128466,0.9951877,0.00001621072,0.001246564,0.0000770089,0.0003098228,0.0003943787,0.00003805857,0.001445604],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9913478,"threshold_uncertainty_score":0.9999666,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1343028182001871,"score_gpt":0.4467363060153732,"score_spread":0.3124334878151861,"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."}}