{"id":"W4409704854","doi":"10.1089/derm.2024.0385","title":"Assessing the Relationship Between Number of Ingredients and Allergic Potential in Facial Cleansers","year":2025,"lang":"en","type":"letter","venue":"Dermatitis","topic":"Skin Protection and Aging","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Dermatology","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":[0.001963569,0.0002691651,0.0003972053,0.0006247238,0.001469754,0.0009828382,0.0005825312,0.007740147,0.002587109],"category_scores_gemma":[0.008453594,0.0002468812,0.0004030936,0.0004997127,0.0004791131,0.0008622902,0.0003850301,0.004282787,0.001283945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00141776,"about_ca_system_score_gemma":0.00117097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01251448,"about_ca_topic_score_gemma":0.02764282,"domain_scores_codex":[0.9985169,0.0005769777,0.0002871632,0.00009855677,0.0003695874,0.0001508884],"domain_scores_gemma":[0.9948914,0.002843751,0.0004494707,0.0001365831,0.001158981,0.0005198114],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008422442,0.0009501797,0.5870792,0.0002014405,0.00008505687,0.02922765,0.001744205,0.000312931,0.003509901,0.00124378,0.3053977,0.06940559],"study_design_scores_gemma":[0.0002686355,0.003816367,0.5836509,0.0007962476,0.0003024836,0.06586825,0.0124806,0.007299699,0.004409251,0.007836634,0.3130844,0.0001865466],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.219727,0.002787735,0.000800927,0.7305977,0.005798765,0.0001340229,0.0006409952,0.0001052998,0.0394075],"genre_scores_gemma":[0.5911049,0.001765286,0.002341494,0.3729874,0.008878638,0.0001164565,0.0001724101,0.0000341782,0.02259921],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01251448,"threshold_uncertainty_score":0.02488327,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03727910255485596,"score_gpt":0.3279727151049698,"score_spread":0.2906936125501139,"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."}}