{"id":"W4367052469","doi":"10.1177/17557380231169307","title":"Coeliac disease","year":2023,"lang":"en","type":"article","venue":"InnovAiT Education and inspiration for general practice","topic":"Celiac Disease Research and Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Coeliac disease; Medicine; Bloating; Malabsorption; Disease; Gastroenterology; Gluten free; Malignancy; Gluten; Osteoporosis; Abdominal pain; Internal medicine; Sprue; Population; Irritable bowel syndrome; Pathology; Environmental health","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":[0.0003325425,0.0000773747,0.00007867088,0.0002148821,0.0001427995,0.00008146426,0.00003076282,0.00002623644,0.00005122193],"category_scores_gemma":[0.001147083,0.00007307238,0.00003524254,0.0004675839,0.00002832162,0.0003840341,0.00002742945,0.0000646552,0.0001415295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004252917,"about_ca_system_score_gemma":0.000470656,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003576607,"about_ca_topic_score_gemma":0.000002992496,"domain_scores_codex":[0.9992301,0.00003069683,0.0001702693,0.00020275,0.0002069057,0.0001592116],"domain_scores_gemma":[0.9990282,0.00005816109,0.00006314956,0.0001668298,0.0004457918,0.0002378429],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006702369,0.0007413,0.001368575,0.0003419368,0.00007313282,0.000006616874,0.0001334789,0.00001364047,0.002590663,0.112639,0.5886754,0.292746],"study_design_scores_gemma":[0.0006112382,0.0001336985,0.03032614,0.00001816623,0.00007657705,0.000004368085,0.0002789324,0.001277078,0.000117331,0.0007264995,0.966347,0.00008297331],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6469567,0.002260389,0.00236404,0.2927397,0.001859229,0.004369472,0.00008802878,0.0005532726,0.04880906],"genre_scores_gemma":[0.8587528,0.002185984,0.005739361,0.04758048,0.002071055,0.001433195,0.003134436,0.00006320275,0.07903943],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3776716,"threshold_uncertainty_score":0.2979805,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03749096795147355,"score_gpt":0.4115588529332895,"score_spread":0.374067884981816,"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."}}