{"id":"W4386028758","doi":"10.3390/life13081781","title":"From In Silico Simulation between TGF-β Receptors and Quercetin to Clinical Insight of a Medical Device Containing Allium cepa: Its Efficacy and Tolerability on Post-Surgical Scars","year":2023,"lang":"en","type":"article","venue":"Life","topic":"Dermatologic Treatments and Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Scars; Medicine; Tolerability; Keloid; Dermatology; Surgery; Adverse effect; Pharmacology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009903295,0.0001307363,0.000626909,0.000132366,0.00004008584,0.00001449387,0.00008019825,0.0002902354,0.0001047812],"category_scores_gemma":[0.003126793,0.00009147422,0.00004944256,0.0002823777,0.0001271982,0.00003466328,0.0001508183,0.0003513089,0.00003730255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002843994,"about_ca_system_score_gemma":0.0001194477,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004217175,"about_ca_topic_score_gemma":0.00004697184,"domain_scores_codex":[0.9977902,0.0003554583,0.0006343186,0.0004068652,0.0005767311,0.0002364571],"domain_scores_gemma":[0.9957149,0.003444375,0.00006283519,0.0001793955,0.00007913249,0.0005193847],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001168863,0.0003538365,0.9674664,0.00005621103,0.00007920057,0.0001788337,0.001339881,0.00003534813,0.0000269119,0.00002718552,0.0001516351,0.02911569],"study_design_scores_gemma":[0.004687155,0.001024276,0.9885277,0.0002838039,0.00003051406,0.000004053247,0.0003436178,0.001913171,0.00005966657,0.00001303226,0.003023493,0.00008955154],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890422,0.0001510997,0.000002129176,0.009889256,0.000093529,0.0005301218,0.00001798974,0.00004368753,0.0002300017],"genre_scores_gemma":[0.9990969,0.0001221377,0.00005176617,0.0003989004,0.0001968839,0.00001103435,0.00006529061,0.00001131055,0.00004578825],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02902614,"threshold_uncertainty_score":0.3743289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1245235451197942,"score_gpt":0.4597566401198014,"score_spread":0.3352330950000072,"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."}}