{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004576683,0.0009203636,0.001251832,0.004126474,0.0003811447,0.001193292,0.0007361075,0.0008937304,0.006721372],"category_scores_gemma":[0.00149748,0.0003372263,0.0007254682,0.004625652,0.0004753171,0.001951712,0.0006181581,0.001395797,0.002638181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005986009,"about_ca_system_score_gemma":0.001217181,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001365961,"about_ca_topic_score_gemma":0.002318993,"domain_scores_codex":[0.9996645,0.00006139875,0.00008137381,0.00005502678,0.0001123052,0.00002538408],"domain_scores_gemma":[0.9991361,0.0004668758,0.0001394055,0.00002884897,0.0001871708,0.00004169238],"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":[0.0001167209,0.00009382408,0.0004799224,0.05568907,0.0001474594,0.0005849419,0.0001800025,0.0003135612,0.002394947,0.002535366,0.06822577,0.8692384],"study_design_scores_gemma":[0.000006913064,0.00007280156,0.001022286,0.007952997,0.000148298,0.002207911,0.00007566332,0.00003677902,0.0004240419,0.000963224,0.9870712,0.00001781795],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008580522,0.998827,0.00003508871,0.0001256073,0.0002385671,0.000002268313,0.00001728316,0.000003763071,0.0006645542],"genre_scores_gemma":[0.0005090157,0.9985425,0.00007685116,0.0001681035,0.0002535333,0.000003326729,0.00002932237,0.000001248295,0.0004160819],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006721372,"threshold_uncertainty_score":0.02248526,"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."}}