{"id":"W4283584740","doi":"10.3390/md20070413","title":"Anti-Fine Dust Effect of Fucoidan Extracted from Ecklonia maxima Leaves in Macrophages via Inhibiting Inflammatory Signaling Pathways","year":2022,"lang":"en","type":"article","venue":"Marine Drugs","topic":"Seaweed-derived Bioactive Compounds","field":"Agricultural and Biological Sciences","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Children's Hospital; University of Calgary","funders":"National Research Foundation of Korea; National Research Foundation","keywords":"Fucoidan; Fucoxanthin; Brown algae; Chemistry; Lipopolysaccharide; Biochemistry; Polysaccharide; Biology; Botany; Algae; Carotenoid; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005668468,0.0002621675,0.0004334317,0.00005912457,0.0002570368,0.00004691913,0.0003736951,0.00007701902,0.001297373],"category_scores_gemma":[0.0000754252,0.0001319858,0.0001324599,0.0005687422,0.00009345226,0.0001320336,0.0007970589,0.000421093,0.00001059461],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001017525,"about_ca_system_score_gemma":0.0000120839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002937828,"about_ca_topic_score_gemma":0.0003878201,"domain_scores_codex":[0.9979347,0.0004097008,0.0004463493,0.0004522332,0.0003788712,0.0003781724],"domain_scores_gemma":[0.9988365,0.0006876168,0.0002599949,0.0000951692,0.00004446989,0.00007631254],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001089025,0.00007937548,0.1798988,0.00001466067,0.00001658752,0.0000582172,0.000203281,0.00002940631,0.7545115,0.000006803712,0.00001330625,0.06505919],"study_design_scores_gemma":[0.0004790543,0.000307873,0.5963143,0.00002282315,0.00001274283,0.000006605212,0.0005261821,0.0001718683,0.4014179,0.0001386746,0.0003725778,0.0002294741],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984168,0.000112054,9.799566e-7,0.0002053525,0.0001277798,0.0002925018,0.0000972131,0.00009789907,0.0006493708],"genre_scores_gemma":[0.9993111,0.000005000732,0.0000631307,0.00004568078,0.0001912106,0.00004434569,0.0002748243,0.000004730195,0.00006001099],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4164155,"threshold_uncertainty_score":0.9996156,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008358835028233872,"score_gpt":0.1930172968022313,"score_spread":0.1846584617739975,"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."}}