{"id":"W3083930766","doi":"10.1097/der.0000000000000640","title":"Prevalence of Contact Allergens in Best-Selling Ophthalmic Products","year":2020,"lang":"en","type":"article","venue":"Dermatitis","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Benzalkonium chloride; Lanolin; Allergic contact dermatitis; Allergen; Dermatology; Contact lens; Contact dermatitis; Cosmetics; Allergy; Ophthalmology; Organic chemistry; 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":[0.0006718059,0.0001638492,0.0001799829,0.001712065,0.0002587042,0.0005679628,0.0002662158,0.000335098,0.004701245],"category_scores_gemma":[0.002345825,0.0001319516,0.0002806147,0.001164731,0.000225362,0.000574947,0.0004442802,0.0002761758,0.0004598682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003202812,"about_ca_system_score_gemma":0.0002481063,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002625435,"about_ca_topic_score_gemma":0.00313205,"domain_scores_codex":[0.9989895,0.000123622,0.000174754,0.0001882216,0.0004456129,0.0000782829],"domain_scores_gemma":[0.9967712,0.0006464857,0.001995164,0.00009519785,0.0003593249,0.0001326439],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009054766,0.00003798812,0.9791659,0.0003337509,0.0000421783,0.0003682674,0.0005414332,0.00001423288,0.00268748,0.00004972308,0.0005323424,0.01613608],"study_design_scores_gemma":[0.000002556906,0.0001088641,0.9916563,0.0001674172,0.00004399054,0.003610807,0.0007900493,0.00006965378,0.0009911351,0.00002511943,0.002528465,0.000005631111],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903668,0.006214077,0.0001293362,0.0001330189,0.000007402447,0.00002352583,0.0006139216,0.00001065255,0.002501179],"genre_scores_gemma":[0.9969689,0.00191473,0.0002770581,0.00006898783,0.0000130123,0.00001183934,0.0003587223,0.000004997624,0.0003817634],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004701245,"threshold_uncertainty_score":0.01572728,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02707420033110087,"score_gpt":0.2568041379119892,"score_spread":0.2297299375808883,"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."}}