{"id":"W4396932494","doi":"10.3390/ijms25105375","title":"Recent Advances in Phytochemical-Based Topical Applications for the Management of Eczema: A Review","year":2024,"lang":"en","type":"review","venue":"International Journal of Molecular Sciences","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Atopic dermatitis; Nanocarriers; Thymic stromal lymphopoietin; Medicine; Stratum corneum; Filaggrin; Transepidermal water loss; Pharmacology; Solid lipid nanoparticle; Dermatology; Tolerability; Immunology; Drug; Pathology; Adverse effect","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003877906,0.0007430947,0.001019658,0.002401492,0.0002739065,0.0008673907,0.0005351671,0.0007765893,0.003955764],"category_scores_gemma":[0.0005480773,0.00026686,0.0008163587,0.001917168,0.0002402916,0.001023239,0.0004418228,0.001111699,0.001302806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002988737,"about_ca_system_score_gemma":0.0006347885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007383656,"about_ca_topic_score_gemma":0.001030484,"domain_scores_codex":[0.9998142,0.00002739221,0.00003756987,0.00004306935,0.0000615273,0.00001627946],"domain_scores_gemma":[0.9996814,0.0001721345,0.00004928965,0.000009975654,0.00006685076,0.00002035559],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001599761,0.0002219371,0.0003597859,0.05102655,0.0001960376,0.0003809758,0.0001455096,0.0005096865,0.01052216,0.001830567,0.01682729,0.9178196],"study_design_scores_gemma":[0.00002585868,0.0004329893,0.001740588,0.00466373,0.000516029,0.002107603,0.0001240476,0.0002316069,0.002948745,0.00112239,0.9860443,0.00004218977],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007043022,0.9970558,0.0003970723,0.0002287626,0.0002268012,0.00001563657,0.00005432914,0.00001816311,0.001299134],"genre_scores_gemma":[0.001671653,0.9967861,0.0005616739,0.0002112137,0.0001830161,0.00001425546,0.00007400438,0.00000309456,0.0004948784],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003955764,"threshold_uncertainty_score":0.0132333,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04025054594870964,"score_gpt":0.4314286170114669,"score_spread":0.3911780710627573,"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."}}