{"id":"W4403261494","doi":"10.1053/j.gastro.2024.10.005","title":"Novel Immune Manipulators for IBD: Miniproteins!","year":2024,"lang":"en","type":"article","venue":"Gastroenterology","topic":"Immunodeficiency and Autoimmune Disorders","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Immune system; Medicine; Immunology","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":[0.0003375342,0.000462314,0.0003985232,0.0002190626,0.0003277277,0.0007671816,0.0003640623,0.0009625221,0.003133339],"category_scores_gemma":[0.0002721518,0.0001932873,0.0003192146,0.0001251333,0.0006206754,0.001448031,0.0005613153,0.001342148,0.001360785],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002915329,"about_ca_system_score_gemma":0.0001891919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001340157,"about_ca_topic_score_gemma":0.0001628839,"domain_scores_codex":[0.9999182,0.00001421901,0.000004333417,0.0000155086,0.00001904034,0.00002871802],"domain_scores_gemma":[0.9998887,0.00002275703,0.00002062755,0.0000127339,0.0000184129,0.00003680377],"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":[0.0007344245,0.0001145544,0.001503111,0.0007052802,0.00006638653,0.0009922346,0.0002447898,0.0006249065,0.8337982,0.04892171,0.01612452,0.09616985],"study_design_scores_gemma":[0.0001795454,0.00191999,0.007776433,0.0003311352,0.0001648935,0.005889691,0.0005097417,0.004409851,0.4050012,0.05181745,0.5218785,0.0001217099],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5138623,0.3051179,0.08952255,0.04501476,0.004970739,0.0002019058,0.0009310376,0.001938423,0.03844037],"genre_scores_gemma":[0.8321065,0.07870368,0.04590011,0.008421599,0.001460721,0.0001981783,0.0008748643,0.0001782116,0.03215618],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003133339,"threshold_uncertainty_score":0.01048201,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01287759582326582,"score_gpt":0.2366301906878071,"score_spread":0.2237525948645412,"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."}}