{"id":"W2017817667","doi":"10.3390/md12105174","title":"Anti-Inflammation Activities of Mycosporine-Like Amino Acids (MAAs) in Response to UV Radiation Suggest Potential Anti-Skin Aging Activity","year":2014,"lang":"en","type":"article","venue":"Marine Drugs","topic":"Biocrusts and Microbial Ecology","field":"Agricultural and Biological Sciences","cited_by":188,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Aging","funders":"Ministry of Science, ICT and Future Planning; Ministry of Oceans and Fisheries","keywords":"HaCaT; Skin Aging; Biochemistry; Porphyra; Human skin; Antioxidant; Involucrin; Chemistry; Photoprotection; Biology; Molecular biology; Botany; Keratinocyte; Photosynthesis; Algae; In vitro","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":[0.000644375,0.0001449683,0.0002791226,0.00006576932,0.00009031297,0.00003680665,0.0001662036,0.0001166959,0.000185767],"category_scores_gemma":[0.00007060126,0.00007662853,0.00006866545,0.0003194789,0.00004734735,0.000188808,0.0001858169,0.0001168289,0.00001547263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005967565,"about_ca_system_score_gemma":0.00001443475,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002046228,"about_ca_topic_score_gemma":0.001494815,"domain_scores_codex":[0.9988574,0.0002136248,0.0002393597,0.0002784057,0.0001307272,0.0002805092],"domain_scores_gemma":[0.9995146,0.0001627136,0.0001444361,0.00008052625,0.00003643587,0.00006125525],"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":[0.0002032708,0.00005924438,0.03535031,0.00001000141,0.000004652971,0.000001972879,0.0001579962,0.00006544371,0.7329705,0.00004297567,0.00006386779,0.2310698],"study_design_scores_gemma":[0.0002819993,0.0001448969,0.8593693,0.00001005577,0.000006213857,0.000003088038,0.000124387,0.0001401551,0.1336871,0.00002406618,0.006063818,0.0001449105],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970637,0.00000374762,0.00001360359,0.00202801,0.0002621201,0.0002131131,0.00001725031,0.00003602017,0.0003624518],"genre_scores_gemma":[0.9991713,0.00001884933,0.00005232882,0.0000983188,0.000238912,0.000009119242,0.00005378928,0.000001925479,0.0003555005],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.824019,"threshold_uncertainty_score":0.3124821,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004584811949054799,"score_gpt":0.199659548630168,"score_spread":0.1950747366811132,"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."}}