{"id":"W7016034341","doi":"","title":"Viral infections and complications in inflammatory bowel disease","year":2023,"lang":"en","type":"dissertation","venue":"EUR Research Repository (Erasmus University Rotterdam)","topic":"Cytomegalovirus and herpesvirus research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Inflammatory bowel disease; Cytomegalovirus; Vaccination; Cervical cancer; Disease; Virus; Cervical intraepithelial neoplasia; Complication","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006939571,0.0003064856,0.0004067378,0.002599569,0.001088868,0.0002009249,0.0003523837,0.0003483902,0.00006182715],"category_scores_gemma":[0.0002127029,0.0003691747,0.0001887454,0.0009572217,0.0003516238,0.0002562769,0.0002719726,0.002285853,0.0003605522],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008537572,"about_ca_system_score_gemma":0.001489059,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002598598,"about_ca_topic_score_gemma":0.001999438,"domain_scores_codex":[0.9962886,0.0005376956,0.0003824529,0.0008781534,0.001146473,0.0007666079],"domain_scores_gemma":[0.9973965,0.0003361719,0.0001033906,0.0007855963,0.0005766649,0.0008017225],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01180253,0.003003303,0.8452246,0.007321305,0.0009245668,0.02461793,0.007975754,0.00007528172,0.03115249,0.003987225,0.0521866,0.01172844],"study_design_scores_gemma":[0.002178507,0.0002178998,0.9397709,0.0007748255,0.00007071035,0.00003199093,0.001663352,0.0003210148,0.000240248,0.0001332767,0.0542552,0.0003420983],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9633171,0.0003720078,0.00000223293,0.0007352141,0.0002573472,0.001547393,0.00005496353,0.0001682516,0.03354551],"genre_scores_gemma":[0.848062,0.001018058,0.00001982119,0.00004114201,0.0002769312,0.00005694049,0.0006312035,0.00009847499,0.1497954],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1162499,"threshold_uncertainty_score":0.999876,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0365003003718963,"score_gpt":0.3377562653790451,"score_spread":0.3012559650071488,"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."}}