{"id":"W4414979676","doi":"10.1016/j.jhepr.2025.101619","title":"From model to man: Understanding Tregs' dual role in MASLD","year":2025,"lang":"en","type":"article","venue":"JHEP Reports","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"Horizon 2020 Framework Programme; Bundesministerium für Bildung und Forschung; Deutsche Forschungsgemeinschaft","keywords":"Immune system; Complement (music); Steatohepatitis; Acquired immune system; Translation (biology); Dual (grammatical number); Constraint (computer-aided design); Complement system","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006744116,0.0001105141,0.0002259285,0.0001394406,0.00003398259,0.00002032528,0.00002167476,0.00005121525,0.0001000849],"category_scores_gemma":[0.00002664551,0.0000957038,0.00007684492,0.0001565261,0.00001086237,0.0000467796,0.0000451563,0.00006179715,0.00001388908],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00045483,"about_ca_system_score_gemma":0.000138524,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000583286,"about_ca_topic_score_gemma":0.0001298092,"domain_scores_codex":[0.9990603,0.000009839859,0.0002597054,0.0003261383,0.0001741494,0.0001698674],"domain_scores_gemma":[0.9994481,0.00003111477,0.00004525743,0.0003264732,0.00001789501,0.0001311641],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002824905,0.001621362,0.9450851,0.0000686934,0.0004299732,0.01481627,0.002052899,0.001477601,0.0007166858,0.003016758,0.02606219,0.004369985],"study_design_scores_gemma":[0.006208273,0.000366011,0.8476741,0.002112073,0.001457111,0.0001414636,0.007065303,0.01480338,0.008211327,0.1017426,0.0094495,0.0007688202],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9532883,0.0006935699,0.000357696,0.002897583,0.0001869149,0.0004708238,0.00001323285,0.00005002074,0.04204192],"genre_scores_gemma":[0.9967664,0.00002217338,0.0003790927,0.000802832,0.0000551362,0.00007917226,0.00004759267,0.00001064919,0.001836895],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09872584,"threshold_uncertainty_score":0.3902688,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03497788461030359,"score_gpt":0.3018001493986782,"score_spread":0.2668222647883746,"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."}}