{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006395994,0.0004876574,0.0008605541,0.001007562,0.000880652,0.001401679,0.0004654679,0.0009908528,0.02494168],"category_scores_gemma":[0.003054273,0.0001325216,0.0004886413,0.001427893,0.0005098536,0.0005655576,0.001035741,0.001205255,0.005790389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008301364,"about_ca_system_score_gemma":0.0009381674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004251497,"about_ca_topic_score_gemma":0.004140359,"domain_scores_codex":[0.9991041,0.0001936836,0.00009124626,0.0001378009,0.0002473778,0.0002258238],"domain_scores_gemma":[0.9988847,0.0002635855,0.0002559841,0.00006926947,0.0002965101,0.0002298634],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009746951,0.000336461,0.1625284,0.006083856,0.0004397776,0.01555661,0.001368885,0.0003337901,0.003599704,0.01015363,0.2458627,0.5527615],"study_design_scores_gemma":[0.0001674256,0.0004113411,0.1030722,0.00560061,0.0003530252,0.07302392,0.0008609237,0.0002846023,0.0007304248,0.004313417,0.8110943,0.00008787734],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.1103268,0.4228148,0.006013967,0.02532159,0.005201635,0.000513239,0.007382597,0.001003948,0.4214216],"genre_scores_gemma":[0.7224869,0.1572555,0.008003933,0.02483425,0.003873287,0.0002819751,0.008296752,0.0001867367,0.07478059],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02494168,"threshold_uncertainty_score":0.08343822,"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."}}