{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002225772,0.0009530429,0.001336741,0.0006996782,0.0002118178,0.0001124082,0.001417317,0.0006057628,0.0007891923],"category_scores_gemma":[0.0140301,0.0007300774,0.0007438826,0.0006463798,0.0001532403,0.0001212349,0.005271723,0.001642097,0.005654008],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005917109,"about_ca_system_score_gemma":0.002729086,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008365106,"about_ca_topic_score_gemma":0.001809984,"domain_scores_codex":[0.9929884,0.0006994014,0.0009925474,0.002820034,0.001361907,0.001137712],"domain_scores_gemma":[0.9926265,0.0005773968,0.0002993026,0.005013159,0.0006281189,0.000855535],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006609915,0.001226533,0.9602535,0.001846796,0.0004746507,0.0006316593,0.000989976,0.00001996494,0.02484659,0.00002331423,0.000350039,0.002727055],"study_design_scores_gemma":[0.002662255,0.0002671975,0.8963506,0.002396581,0.0004283977,0.00001979617,0.0004188531,0.0001484578,0.0749218,0.004171154,0.01701648,0.001198418],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9863645,0.0002338193,0.00004853797,0.001294555,0.0004125317,0.007071029,0.0003149252,0.001158626,0.003101435],"genre_scores_gemma":[0.9793558,0.00004865149,0.0001634512,0.01473564,0.0009237021,0.003163178,0.00005460766,0.0002761378,0.001278801],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06390291,"threshold_uncertainty_score":0.9995151,"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."}}