{"id":"W4403850203","doi":"10.4103/sjg.sjg_360_24","title":"The treatment naïve microbiome of pediatric ulcerative colitis and microbial therapeutics: A humbling challenge","year":2024,"lang":"en","type":"article","venue":"Saudi Journal of Gastroenterology","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Texas Children's Hospital; U.S. Department of Agriculture","keywords":"Medicine; Ulcerative colitis; Microbiome; Fecal bacteriotherapy; Intensive care medicine; Bioinformatics; Microbiology; Internal medicine; Disease; Clostridium difficile; Antibiotics; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006193539,0.0003742434,0.001347326,0.0007191207,0.001185425,0.003155143,0.0008347323,0.002131154,0.003023856],"category_scores_gemma":[0.01372371,0.0002731156,0.0005334604,0.0008130284,0.002370499,0.003686802,0.00150715,0.005254025,0.0005942836],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001343353,"about_ca_system_score_gemma":0.002110477,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001922926,"about_ca_topic_score_gemma":0.00415547,"domain_scores_codex":[0.9961023,0.002107624,0.000342692,0.0005243118,0.0007377043,0.0001853359],"domain_scores_gemma":[0.9880173,0.007468013,0.00189542,0.0005284371,0.001195812,0.0008949538],"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":[0.001267166,0.0004239829,0.09567058,0.005082325,0.0006225762,0.001754906,0.003499656,0.0002781819,0.00209952,0.02044704,0.1328838,0.7359703],"study_design_scores_gemma":[0.0002380416,0.002125534,0.1847925,0.01895354,0.001406196,0.01569533,0.01293315,0.00115343,0.001431479,0.05825715,0.7028053,0.0002084067],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.05273139,0.4553743,0.004734054,0.4671264,0.01198955,0.00006901797,0.0007247732,0.00006647046,0.007184112],"genre_scores_gemma":[0.4119375,0.3379399,0.01750403,0.1581589,0.06950424,0.0003515284,0.001020665,0.000242542,0.003340622],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.006193539,"threshold_uncertainty_score":0.0327549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01511579532111107,"score_gpt":0.2773375243387446,"score_spread":0.2622217290176336,"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."}}