{"id":"W4211058877","doi":"10.1038/s41572-018-0054-z","title":"Coeliac disease","year":2019,"lang":"en","type":"review","venue":"Nature Reviews Disease Primers","topic":"Celiac Disease Research and Management","field":"Medicine","cited_by":398,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; Population Health Research Institute","funders":"Tays","keywords":"Coeliac disease; Enteropathy; Gluten; Medicine; Malabsorption; Disease; Immunology; Gluten free; Gastroenterology; Internal medicine; Pathology","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":[0.0005071099,0.0008407772,0.00146874,0.001626657,0.0002683298,0.001529315,0.0005947219,0.001062663,0.01349972],"category_scores_gemma":[0.001192041,0.0002078304,0.0003982653,0.001462078,0.0004308915,0.000771666,0.0009293897,0.001930071,0.006142777],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005739557,"about_ca_system_score_gemma":0.001255281,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00152239,"about_ca_topic_score_gemma":0.003784772,"domain_scores_codex":[0.999723,0.00005520467,0.00003641033,0.00005794306,0.00008612767,0.00004117797],"domain_scores_gemma":[0.9996907,0.0001181927,0.00005252743,0.00001458457,0.0000785363,0.00004551132],"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":[0.00009460974,0.00002189897,0.0001774539,0.0126414,0.00006417851,0.000113147,0.00002501829,0.00006931811,0.0005643754,0.001686283,0.09367742,0.8908648],"study_design_scores_gemma":[0.00005792929,0.00005731749,0.0008553665,0.008057399,0.000158842,0.001058039,0.0000438721,0.00003550141,0.0001100208,0.001134933,0.9884186,0.00001229019],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006764269,0.9949921,0.0001046764,0.0005848132,0.001145843,0.000007162227,0.00004978778,0.00001785035,0.003030154],"genre_scores_gemma":[0.001363671,0.9918585,0.0002613757,0.001781511,0.001208616,0.00001137302,0.0001448501,0.000004200235,0.003365836],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01349972,"threshold_uncertainty_score":0.04516113,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0867107015682763,"score_gpt":0.4510117417452018,"score_spread":0.3643010401769255,"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."}}