{"id":"W3134292781","doi":"10.1097/der.0000000000000730","title":"The History of Surfactants and Review of Their Allergic and Irritant Properties","year":2021,"lang":"en","type":"review","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Benzalkonium chloride; Cosmetics; Irritant contact dermatitis; Pulmonary surfactant; Dermatology; Allergic contact dermatitis; Medicine; Cosmetology; Diethanolamine; Contact dermatitis; Amidoamine; Cetrimide; Allergy; Organic chemistry; Chemistry; Immunology; Dentistry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002190571,0.000263965,0.002088842,0.00005412398,0.00004037379,0.00001196606,0.0001013524,0.0000979114,0.00008513538],"category_scores_gemma":[0.0001307957,0.0001416243,0.0002540828,0.00008008331,0.0002413317,0.00005686757,0.0001108558,0.0001841361,0.000001529378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008360917,"about_ca_system_score_gemma":0.0005331367,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004432465,"about_ca_topic_score_gemma":0.00003165018,"domain_scores_codex":[0.9984202,0.0001691274,0.0008689351,0.000179183,0.0002181857,0.000144376],"domain_scores_gemma":[0.9986937,0.0002064925,0.0004832592,0.0003879384,0.0001627902,0.00006584186],"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":[6.016821e-7,0.00001699687,0.000008020215,0.2658326,0.0002664611,0.00003095191,0.0002469309,1.291639e-9,0.000002083116,0.00008891695,0.02720921,0.7062972],"study_design_scores_gemma":[0.0001059704,0.00002658888,0.0001163109,0.2506211,0.00033263,0.0004626139,0.00005480242,0.000001723905,0.00000362373,0.000003097742,0.748171,0.000100524],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006276375,0.996594,3.793429e-7,0.0006204266,0.0001974604,0.000638288,0.00005215226,0.00001072257,0.001823848],"genre_scores_gemma":[0.0001130622,0.9982656,0.00003022268,0.0004713955,0.00002310252,0.00003975624,0.00003566429,0.00002645199,0.0009947502],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7209617,"threshold_uncertainty_score":0.5775273,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05158977360098454,"score_gpt":0.2719646851424126,"score_spread":0.2203749115414281,"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."}}