{"id":"W7106238245","doi":"10.1093/jimmun/vkaf283.377","title":"Mucosa-associated invariant T cells drive early fibrosis progression in a CCl4-induced liver injury model 2465","year":2025,"lang":"en","type":"article","venue":"The Journal of Immunology","topic":"Immune Cell Function and Interaction","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Fibrosis; Liver injury; Carbon tetrachloride; CCL4; Myofibroblast; Phenotype; Knockout mouse; Hepatic fibrosis","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0002535368,0.0006418396,0.0004196609,0.0005866706,0.0001954658,0.0003548754,0.0002236408,0.0004167657,0.002044436],"category_scores_gemma":[0.0001617979,0.000204441,0.0004499071,0.0002050648,0.0002870847,0.0002721793,0.0002490114,0.001535037,0.0007237007],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002350256,"about_ca_system_score_gemma":0.0002849594,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003255842,"about_ca_topic_score_gemma":0.0004617458,"domain_scores_codex":[0.9996774,0.00005310116,0.00003817008,0.00005851856,0.00007106683,0.0001017726],"domain_scores_gemma":[0.9996777,0.00002093169,0.00009214029,0.00003661636,0.00002984313,0.0001429544],"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":[0.0009452067,0.0004576745,0.0006085374,0.00005096139,0.00000538306,0.0001172439,0.00003138901,0.0000717755,0.9958717,0.00007343011,0.0000654798,0.001701258],"study_design_scores_gemma":[0.0002539377,0.008921741,0.01417228,0.00002897324,0.00004858958,0.0007162663,0.0001418715,0.002778881,0.9705494,0.000111309,0.002259166,0.00001755463],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962808,0.0005899821,0.001477272,0.00006698951,0.00004243855,0.00009303749,0.0002491857,0.0001007035,0.001099526],"genre_scores_gemma":[0.9925362,0.0004083244,0.002236373,0.00008122386,0.0000295131,0.0001341695,0.0004276674,0.0000204199,0.004126181],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002044436,"threshold_uncertainty_score":0.006839335,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01129194133582552,"score_gpt":0.2476991927555885,"score_spread":0.236407251419763,"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."}}