{"id":"W4282932137","doi":"10.1097/der.0000000000000910","title":"Formaldehyde Release From Eyelash Glues: Analysis Using the Chromotropic Acid Method","year":2022,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Chromotropic acid; Medicine; Eyelash; Formaldehyde; Dermatology; Chromatography; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001590234,0.0001782649,0.0004453452,0.0002081532,0.0005791846,0.0000746537,0.0002215397,0.00003971382,0.00462287],"category_scores_gemma":[0.00004582374,0.000138614,0.0003507109,0.0007488027,0.00003968154,0.0001787977,0.0002207517,0.000324678,0.00003060313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001545228,"about_ca_system_score_gemma":0.00008651074,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001433137,"about_ca_topic_score_gemma":0.000230841,"domain_scores_codex":[0.9983425,0.000239244,0.0003986096,0.0002404877,0.0004932075,0.0002859835],"domain_scores_gemma":[0.9989715,0.0001241838,0.0001654856,0.000575275,0.00005554029,0.0001080374],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002491401,0.001832316,0.325803,0.0007876527,0.03373128,0.007772783,0.0785794,0.02744507,0.05826031,0.004815522,0.2209328,0.2397907],"study_design_scores_gemma":[0.002830558,0.0001977607,0.4471506,0.00008497743,0.004880528,0.000752674,0.006512222,0.2049204,0.009448021,0.0007276961,0.3218492,0.0006453705],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9556615,0.00207897,0.03257753,0.006864408,0.0002789109,0.0003785283,0.0002882131,0.0001318285,0.001740141],"genre_scores_gemma":[0.9805933,0.0001335469,0.01005488,0.008416067,0.0001591801,0.00006182919,0.0002652627,0.00002484455,0.0002910952],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2391453,"threshold_uncertainty_score":0.996287,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0180092686447037,"score_gpt":0.2858292502997432,"score_spread":0.2678199816550395,"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."}}