{"id":"W4414651215","doi":"10.1177/17103568251379483","title":"Potential Allergens in Feminine Hygiene Products","year":2025,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ingredient; Contact allergy; Polyvinyl alcohol; Alcohol; Polyethylene glycol; Preservative; Antifungal; Allergic contact dermatitis","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":[0.0003277389,0.0004781213,0.000234927,0.002067953,0.0005078996,0.0007119814,0.0002296593,0.0004331727,0.01307045],"category_scores_gemma":[0.0005094463,0.0001477581,0.0003381182,0.002047736,0.0002294223,0.0005303748,0.0005362373,0.0002561617,0.001797329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003301584,"about_ca_system_score_gemma":0.0002237169,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001440918,"about_ca_topic_score_gemma":0.00174871,"domain_scores_codex":[0.9995934,0.00005995526,0.00003296214,0.00009971444,0.0001595869,0.00005429928],"domain_scores_gemma":[0.9996408,0.00008606008,0.0001820291,0.00001374087,0.00005472864,0.00002254052],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000837481,0.0002722599,0.5753086,0.004899106,0.0001823887,0.005142848,0.002263439,0.0002329886,0.05694193,0.0008146089,0.005925776,0.3471785],"study_design_scores_gemma":[0.00001312686,0.0005965354,0.8632623,0.001299938,0.0001937713,0.016479,0.003172356,0.000244026,0.01791882,0.0004613107,0.0963298,0.00002898507],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9133786,0.06248957,0.0007270665,0.0006526816,0.00009139465,0.00008788324,0.003595971,0.00006410071,0.01891277],"genre_scores_gemma":[0.9725893,0.01500775,0.001555085,0.0003757227,0.00009920319,0.0000381723,0.001849081,0.00002189525,0.008463777],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01307045,"threshold_uncertainty_score":0.04372507,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008536746065932578,"score_gpt":0.246424495927399,"score_spread":0.2378877498614665,"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."}}