{"id":"W4409787663","doi":"10.61091/jcmcc127a-412","title":"Network Pharmacology and Integrated Molecular Docking Study on the Mechanism of the Protective Effect of Litchi Seed in Skin Photoaging","year":2025,"lang":"en","type":"article","venue":"Journal of Combinatorial Mathematics and Combinatorial Computing","topic":"Food Quality and Safety Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Photoaging; Mechanism (biology); Pharmacology; Docking (animal); Chemistry; Computational biology; Biology; Medicine; Dermatology; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0001243138,0.0004404767,0.0005983348,0.0002990396,0.0003156273,0.0003000977,0.0005241308,0.0002249015,0.004052244],"category_scores_gemma":[0.0002127932,0.0001385397,0.0006774696,0.0003366502,0.0001631937,0.0005024447,0.0002841845,0.0005616013,0.0002203215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002940575,"about_ca_system_score_gemma":0.0003309036,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003034641,"about_ca_topic_score_gemma":0.002762934,"domain_scores_codex":[0.9999475,0.000011386,0.000001877573,0.00001293744,0.00001297695,0.00001326831],"domain_scores_gemma":[0.9999481,0.00001567376,0.00001148873,0.000006146894,0.00001040194,0.000008174372],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002013798,0.001436113,0.0105932,0.001303,0.0009427455,0.001039834,0.000171285,0.6223006,0.2561572,0.04109479,0.004564516,0.05838303],"study_design_scores_gemma":[0.00007011592,0.0004322563,0.004411907,0.00001486599,0.0002306684,0.0001088642,0.00005674079,0.9683486,0.02061421,0.004241757,0.001430592,0.00003953846],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9530353,0.001720582,0.03333342,0.0004341283,0.0000796075,0.00006372653,0.0004223286,0.0002429584,0.01066795],"genre_scores_gemma":[0.9939335,0.0008250018,0.003415262,0.00004835505,0.000006128689,0.00002785018,0.0002097633,0.00001573411,0.001518304],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004052244,"threshold_uncertainty_score":0.01355612,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0119856605099556,"score_gpt":0.2586890069176231,"score_spread":0.2467033464076676,"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."}}