{"id":"W2944446177","doi":"10.1186/s12969-018-0265-6","title":"Proceedings of the 25th European Paediatric Rheumatology Congress (PReS 2018)","year":2018,"lang":"en","type":"article","venue":"Pediatric Rheumatology","topic":"Autoimmune and Inflammatory Disorders Research","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Arthritis and Musculoskeletal and Skin Diseases; Medical Research Council; University of Southampton; Manchester Biomedical Research Centre; Nordic Pharma Group; Assistance publique-Hôpitaux de Paris; National Institutes of Health; Newcastle University; University of Manchester; Arthritis Society; National Institute for Health and Care Research; Alder Hey Children's NHS Foundation Trust","keywords":"Medicine; Rheumatology; Internal medicine; Family medicine; Pediatrics","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":[],"consensus_categories":[],"category_scores_codex":[0.0008808296,0.0002848921,0.000986681,0.0004246043,0.0002576443,0.00002098026,0.0006880821,0.0002364063,0.000506786],"category_scores_gemma":[0.001267381,0.0001981417,0.0002303885,0.0010008,0.000922473,0.0001391497,0.0004925912,0.0004861962,0.000588142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003498456,"about_ca_system_score_gemma":0.0003979453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001112381,"about_ca_topic_score_gemma":0.000007762088,"domain_scores_codex":[0.9970386,0.0001503441,0.00118024,0.0004731115,0.000455404,0.0007022765],"domain_scores_gemma":[0.9978845,0.000172865,0.0006857056,0.0004949917,0.0006018037,0.0001601595],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001691883,0.000152112,0.9093648,0.0006049144,0.00007462697,0.000007606317,0.0005263353,2.423757e-7,0.0003118734,0.00315332,0.08477083,0.0008642066],"study_design_scores_gemma":[0.006629973,0.001243319,0.9409614,0.0001591449,0.0004017643,0.002344233,0.001052291,0.0004898671,0.001791001,0.0007378482,0.04350897,0.0006801654],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9706817,0.002525009,0.0000151435,0.0009499398,0.001004672,0.0005683704,0.000006832417,0.0001183666,0.02412995],"genre_scores_gemma":[0.9955138,0.002676155,0.0001406972,0.0001252072,0.0001395231,0.0000270885,0.000005601454,0.00005932295,0.001312637],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04126185,"threshold_uncertainty_score":0.8079984,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01349858456913943,"score_gpt":0.2610781407932537,"score_spread":0.2475795562241143,"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."}}