{"id":"W4226166158","doi":"","title":"Systemic sclerosis and COVID-19 vaccines: a SPIN Cohort study","year":2022,"lang":"en","type":"article","venue":"UCL Discovery (University College London)","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Jewish General Hospital","funders":"Canadian Institutes of Health Research","keywords":"Coronavirus disease 2019 (COVID-19); Multiple sclerosis; Medicine; Cohort; Virology; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Immunology; Internal medicine; Disease; Outbreak; Infectious disease (medical specialty)","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007025187,0.0002866633,0.0006307007,0.0007097092,0.001155808,0.00006048478,0.0004499754,0.00008255501,0.0001598041],"category_scores_gemma":[0.0001410423,0.0003171974,0.0001849761,0.001557483,0.0001244193,0.0005265125,0.001035199,0.0004893995,0.00004649525],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001470717,"about_ca_system_score_gemma":0.001152039,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002563141,"about_ca_topic_score_gemma":0.0004675012,"domain_scores_codex":[0.997098,0.0003745746,0.0002449289,0.000830519,0.0009545715,0.0004973984],"domain_scores_gemma":[0.9986695,0.0002142114,0.0001209238,0.000691006,0.00009757512,0.0002067974],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003183862,0.001116774,0.9751104,0.0003085962,0.0004654202,0.003284452,0.001538172,0.00001900258,0.004333669,0.001348277,0.009126707,0.0001646779],"study_design_scores_gemma":[0.03524147,0.004651173,0.6636282,0.0002090397,0.001430803,0.00165296,0.1624673,0.003018428,0.0004288567,0.0001143086,0.1257609,0.001396545],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929551,0.0005102795,0.000290953,0.0008789217,0.0001705704,0.002686684,0.000510402,0.0001604308,0.00183667],"genre_scores_gemma":[0.9851075,0.00002882625,0.00002167699,0.01059175,0.00006201144,0.00003780841,0.00001792469,0.00003595998,0.004096496],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3114822,"threshold_uncertainty_score":0.999928,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02799302843215906,"score_gpt":0.2766137933395506,"score_spread":0.2486207649073915,"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."}}