{"id":"W4410186064","doi":"10.3389/fcell.2025.1600149","title":"Molecular dynamics of inflammation resolution: therapeutic implications","year":2025,"lang":"en","type":"review","venue":"Frontiers in Cell and Developmental Biology","topic":"Phagocytosis and Immune Regulation","field":"Immunology and Microbiology","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University of Edmonton","funders":"","keywords":"Inflammation; Efferocytosis; Reprogramming; Immunology; Immune system; Biology; Macrophage; Neuroscience; Medicine; Bioinformatics; Cell","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":[0.0001515149,0.0002366954,0.0008839245,0.0003943171,0.00007158769,0.000004921957,0.0001815078,0.0006038598,0.00001985817],"category_scores_gemma":[0.00001792934,0.0002060281,0.0001166043,0.0002887118,0.0002003207,0.00003571744,0.0001227594,0.0002127958,0.00001010976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002571667,"about_ca_system_score_gemma":0.0003779856,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001237899,"about_ca_topic_score_gemma":0.000005808363,"domain_scores_codex":[0.9985979,0.0002366674,0.0006343944,0.0003084589,0.00001374978,0.000208874],"domain_scores_gemma":[0.9994497,0.00008841162,0.0002660951,0.000156389,0.00002911402,0.00001023441],"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":[0.00001204377,0.00003502868,0.0004520746,0.001829068,0.0001502846,2.838795e-7,0.00005650887,5.954636e-7,0.001201366,0.002140292,0.0003555889,0.9937668],"study_design_scores_gemma":[0.0007153746,0.00007386774,0.0004506653,0.00202288,0.0002812874,0.00003062453,0.0001417527,0.00001481801,0.002006154,0.002868646,0.9909488,0.0004451525],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001645944,0.9933302,0.0028731,0.00003669062,0.0005527279,0.0004557774,0.00007294434,0.00001462621,0.002499327],"genre_scores_gemma":[0.001680783,0.9941922,0.001047214,0.00001425746,0.000005732538,0.00009158128,0.00238503,0.00001052441,0.000572632],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9933217,"threshold_uncertainty_score":0.8401583,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01389021934917059,"score_gpt":0.2612234778287598,"score_spread":0.2473332584795892,"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."}}