{"id":"W4247427943","doi":"10.33844/cjm.2020.60492","title":"Two-Phase Immune Responses of COVID-19 and Therapeutic Approaches","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Medicine","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hydroxychloroquine; Immunology; Immune system; Proinflammatory cytokine; Cytokine storm; Inflammation; Disease; Coronavirus disease 2019 (COVID-19); Infectious disease (medical specialty); Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001832375,0.0001409157,0.000788423,0.0003595123,0.00008893127,0.000005948351,0.0001857903,0.00005873739,0.0003880701],"category_scores_gemma":[0.06968713,0.00009512095,0.000103947,0.0003696682,0.001321596,0.00003607638,0.00002780715,0.0004913015,0.000002191207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000152533,"about_ca_system_score_gemma":0.004773046,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002785908,"about_ca_topic_score_gemma":0.0006550743,"domain_scores_codex":[0.9981434,0.0001985849,0.0007452983,0.0001641577,0.00045812,0.0002904127],"domain_scores_gemma":[0.9929174,0.003224796,0.00029107,0.0001932499,0.0002638778,0.003109585],"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":[0.04310567,0.0008982241,0.2473453,0.01472084,0.006676455,0.02526641,0.08536068,0.0003795383,0.08894578,0.009409923,0.05362197,0.4242692],"study_design_scores_gemma":[0.122294,0.04698639,0.09463587,0.002937379,0.002741456,0.001169818,0.02022156,0.002708637,0.002514312,0.004253532,0.6987306,0.0008065306],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2796434,0.02889379,0.001113029,0.6892432,0.0001529127,0.0004140213,0.00002900657,0.0000101892,0.000500405],"genre_scores_gemma":[0.9815611,0.0006850308,0.0001688245,0.01696107,0.0004695568,0.000001964321,0.000002064671,0.00001525982,0.000135159],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7019176,"threshold_uncertainty_score":0.9381493,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2583724086081852,"score_gpt":0.4633270800289396,"score_spread":0.2049546714207544,"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."}}