{"id":"W4407285633","doi":"10.1093/jcag/gwae059.172","title":"A172 GENETIC AND DIET-ASSOCIATED MUCUS IMPAIRMENTS INCREASE SUSCEPTIBILITY TO ULCERATIVE COLITIS PATHOBIONT-DRIVEN COLITIS.","year":2025,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Helicobacter pylori-related gastroenterology studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Ulcerative colitis; Mucus; Colitis; Medicine; Gastroenterology; Internal medicine; Biology; Disease; Ecology","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":[0.0001957307,0.0008095549,0.0003902014,0.001194543,0.0002401512,0.0004250365,0.0002649258,0.000640198,0.006610745],"category_scores_gemma":[0.0001983702,0.0004070428,0.0005675147,0.0004439396,0.000410372,0.0002472213,0.0003911091,0.0009798276,0.0009751168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000272482,"about_ca_system_score_gemma":0.0002557118,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005524982,"about_ca_topic_score_gemma":0.0007296274,"domain_scores_codex":[0.9997415,0.00004404363,0.00002740616,0.0000600576,0.00005282131,0.00007421282],"domain_scores_gemma":[0.9993367,0.00004611629,0.0002724677,0.00002817774,0.00002667774,0.0002898769],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002295105,0.0003711207,0.004921664,0.00009604461,0.00004300024,0.0005224569,0.00003668519,0.00004233718,0.9899819,0.000121678,0.0001624988,0.001405536],"study_design_scores_gemma":[0.0006485824,0.009374674,0.2891968,0.0001403505,0.0003729164,0.01032854,0.0006629384,0.001677123,0.6780182,0.0005271803,0.008980978,0.00007171091],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972237,0.0007233487,0.0004026057,0.00009927514,0.00003575599,0.00002867559,0.0007676987,0.00004942776,0.0006693615],"genre_scores_gemma":[0.993423,0.0007048028,0.0009015743,0.00009384214,0.00002411394,0.00007423235,0.0008270045,0.00005441255,0.003897052],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006610745,"threshold_uncertainty_score":0.02211517,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006812583899282006,"score_gpt":0.2398502675723963,"score_spread":0.2330376836731143,"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."}}