{"id":"W3097697913","doi":"10.1371/journal.pcbi.1008413","title":"Spatial considerations in the resolution of inflammation: Elucidating leukocyte interactions via an experimentally-calibrated agent-based model","year":2020,"lang":"en","type":"article","venue":"PLoS Computational Biology","topic":"Mathematical Biology Tumor Growth","field":"Mathematics","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Trent University; British Heart Foundation; Nottingham Trent University","keywords":"Inflammation; Context (archaeology); Immune system; Immunology; Chemotaxis; COPD; Disease; Medicine; Biology; Receptor; Pathology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0004708042,0.0008241703,0.0008502955,0.0007058138,0.000589199,0.001641865,0.001398477,0.002947638,0.002336895],"category_scores_gemma":[0.002347363,0.0005195888,0.0009782605,0.000421102,0.001846115,0.001463045,0.001736387,0.001441299,0.0003124919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001248843,"about_ca_system_score_gemma":0.001106721,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0113717,"about_ca_topic_score_gemma":0.003420473,"domain_scores_codex":[0.9997382,0.0001062591,0.00001162262,0.00005177736,0.0000472811,0.0000448041],"domain_scores_gemma":[0.9991338,0.0004818929,0.0001824885,0.00004175038,0.0000777216,0.00008234748],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002055789,0.00002267692,0.0005880251,0.00003680034,0.00001352231,0.00009034059,0.00005144159,0.9580569,0.002010973,0.03796744,0.000270673,0.0008707073],"study_design_scores_gemma":[0.000007746748,0.000009578619,0.0000923655,0.000005576847,0.000004711186,0.00001420071,0.0000116573,0.9939348,0.0001371661,0.005320108,0.0004556355,0.000006498517],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2152848,0.002018112,0.7392852,0.005524816,0.0003084485,0.0001429477,0.0006996858,0.0002955059,0.03644054],"genre_scores_gemma":[0.9418837,0.001370761,0.03888725,0.0005743654,0.0001420884,0.0003185245,0.00023286,0.00009730526,0.01649312],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0113717,"threshold_uncertainty_score":0.02261102,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1400935693176838,"score_gpt":0.3466641908797962,"score_spread":0.2065706215621124,"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."}}