{"id":"W4384500319","doi":"10.20944/preprints202307.1094.v1","title":"Do Vaccines Increase or Decrease Susceptibility to Diseases Other Than Those They Protect Against?","year":2023,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Metabolomics Innovation Centre","funders":"","keywords":"Vaccination; Immunology; Disease; Medicine; Immune system; Antigen; Antibody; Attenuated vaccine; Mortality rate; Biology; Virology; Internal medicine; Gene","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001669241,0.000328552,0.000895047,0.0004726215,0.0001141551,0.0009351083,0.0003301694,0.0009827637,0.00358245],"category_scores_gemma":[0.003754811,0.0001560776,0.0005515768,0.0003917225,0.0008016668,0.001266372,0.0002440403,0.0008356578,0.001159459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003393618,"about_ca_system_score_gemma":0.0007179186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003427923,"about_ca_topic_score_gemma":0.0004868498,"domain_scores_codex":[0.9993637,0.0002554884,0.00007783972,0.0001013456,0.0001469904,0.00005463968],"domain_scores_gemma":[0.9982539,0.0009876728,0.0003520518,0.0001004521,0.0002360349,0.00006995595],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00217011,0.0003249639,0.0107775,0.05280076,0.001556319,0.0003349803,0.0005181062,0.000526488,0.0486101,0.01583351,0.02941494,0.8371322],"study_design_scores_gemma":[0.0003761517,0.003907081,0.05091533,0.009889917,0.002705549,0.001740564,0.0009262693,0.000281942,0.04240216,0.02144256,0.8653198,0.00009270421],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.02310533,0.9439744,0.002443005,0.01639732,0.002796542,0.00006873409,0.000659978,0.00008858097,0.01046607],"genre_scores_gemma":[0.1252194,0.850708,0.003483888,0.009676414,0.003537356,0.0001529405,0.0005038924,0.00005397453,0.00666412],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00358245,"threshold_uncertainty_score":0.01198447,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2014068347456559,"score_gpt":0.4349237197779554,"score_spread":0.2335168850322995,"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."}}