{"id":"W3108998259","doi":"10.1101/2020.12.01.20241869","title":"Systematic review of the association between rotavirus infection, or rotavirus vaccination and coeliac disease","year":2020,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Celiac Disease Research and Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Liverpool; University of Warwick; Public Health England; Department of Health and Social Care; National Institute for Health and Care Research; National Institute for Health Research Health Protection Research Unit","keywords":"Rotavirus; Vaccination; Medicine; Coeliac disease; Rotavirus vaccine; Rotavirus Infections; Disease; Immunology; Immunization; Virology; Pediatrics; Immune system; Virus; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01292862,0.002016065,0.01250915,0.01839877,0.000957955,0.003750133,0.002476106,0.002309285,0.007517914],"category_scores_gemma":[0.06081514,0.00130391,0.007600825,0.0189135,0.001438487,0.00282906,0.002069388,0.001227045,0.0005674027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005838992,"about_ca_system_score_gemma":0.01750929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009995162,"about_ca_topic_score_gemma":0.02454435,"domain_scores_codex":[0.9814759,0.005651766,0.008529441,0.001197062,0.00268909,0.0004567058],"domain_scores_gemma":[0.94352,0.03741466,0.01271647,0.0007749182,0.005027422,0.0005465428],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001160815,0.000006047242,0.000525495,0.9858183,0.004725343,0.00009286268,0.000115484,0.00004215108,0.00007746724,0.00008405734,0.0007040472,0.007692599],"study_design_scores_gemma":[0.0002376879,0.0002029951,0.003799726,0.9251356,0.05801568,0.0003551217,0.0002416131,0.00005138264,0.0001353742,0.0002181761,0.01157731,0.00002937122],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002183436,0.9944962,0.0002268382,0.000325742,0.0002791056,0.0008437429,0.001159661,0.00001658545,0.0004686602],"genre_scores_gemma":[0.02113704,0.9736917,0.001162332,0.0008603457,0.0002073339,0.001845437,0.0007269147,0.00001449941,0.0003544428],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01839877,"threshold_uncertainty_score":0.06837392,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03274886110332981,"score_gpt":0.3317003507967982,"score_spread":0.2989514896934684,"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."}}