{"id":"W3171601563","doi":"10.1097/der.0000000000000751","title":"Contact Allergens in Prescription Topical Ophthalmic Medications","year":2021,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Benzalkonium chloride; Active ingredient; Allergen; Allergy; Sodium metabisulfite; Dermatology; Bacitracin; Pharmacology; Antibiotics; Microbiology; Food science; Immunology; Chemistry","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":[0.0005894902,0.0002731034,0.0002317169,0.001915318,0.0004092197,0.0007672412,0.0002690499,0.0003780869,0.005017111],"category_scores_gemma":[0.002599051,0.0001249246,0.0005311225,0.002331286,0.0002019624,0.000633701,0.000611979,0.0003259308,0.0005587739],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005427424,"about_ca_system_score_gemma":0.0005391676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002331499,"about_ca_topic_score_gemma":0.002959629,"domain_scores_codex":[0.9985384,0.0001656104,0.0003571268,0.0002176325,0.0006011891,0.0001199902],"domain_scores_gemma":[0.9963996,0.0007379167,0.002406701,0.00009261911,0.0002645732,0.00009859769],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002168869,0.0001073944,0.9535004,0.000570995,0.00007105633,0.00103265,0.0002539793,0.00004645947,0.002066307,0.0001364896,0.0007736906,0.04122368],"study_design_scores_gemma":[0.00001352081,0.0001996598,0.9730124,0.0003210244,0.0001892598,0.01049457,0.0006057338,0.0002044211,0.002281045,0.0001292544,0.01254109,0.000008005906],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9736416,0.01401063,0.0004619798,0.0002495045,0.00002309269,0.0001034717,0.002563005,0.00002767552,0.008919087],"genre_scores_gemma":[0.9938129,0.002936793,0.0008884025,0.0002723272,0.00004248108,0.00003597065,0.00116653,0.000009503103,0.000835127],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005017111,"threshold_uncertainty_score":0.01678389,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0182674764704257,"score_gpt":0.2730712066475526,"score_spread":0.2548037301771269,"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."}}