{"id":"W2188788330","doi":"10.3390/nu7125506","title":"Recognising and Managing Refractory Coeliac Disease: A Tertiary Centre Experience","year":2015,"lang":"en","type":"article","venue":"Nutrients","topic":"Celiac Disease Research and Management","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Refractory (planetary science); Tertiary care; Coeliac disease; Medicine; Disease; Internal medicine; Biology","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":[],"consensus_categories":[],"category_scores_codex":[0.0001370174,0.0001152998,0.0001349991,0.0001105189,0.00006582699,0.00004637894,0.00006591628,0.00002452459,0.0000693262],"category_scores_gemma":[0.000190735,0.000102682,0.00004077294,0.0001310783,0.00007475226,0.0001664091,0.0001553825,0.00009834589,0.00006883625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001032406,"about_ca_system_score_gemma":0.00007738164,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002467028,"about_ca_topic_score_gemma":0.000001132836,"domain_scores_codex":[0.9986884,0.00003563415,0.0001385423,0.0003101511,0.0004925828,0.0003347087],"domain_scores_gemma":[0.998495,0.00001732526,0.00003277559,0.0002727183,0.00009056654,0.001091632],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002609338,0.00145101,0.6803322,0.0008103164,0.0001476056,0.001985821,0.002834681,0.000001325383,0.0005442263,0.000248285,0.09123998,0.2177952],"study_design_scores_gemma":[0.00830119,0.0002369268,0.297357,0.001112711,0.0002143377,0.00001938232,0.004710355,0.001063102,0.0005282283,0.001333397,0.6846521,0.0004712963],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9842411,0.005222923,0.0001602066,0.002918202,0.0002250212,0.0006648336,0.00001246903,0.0001090673,0.006446148],"genre_scores_gemma":[0.9956672,0.0008134678,0.0001720815,0.0007568853,0.0001062229,0.0000251726,0.00004227985,0.00001836308,0.002398384],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5934121,"threshold_uncertainty_score":0.4187252,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0330463247517223,"score_gpt":0.3164841181467193,"score_spread":0.283437793394997,"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."}}