{"id":"W2956147446","doi":"10.1097/der.0000000000000493","title":"Formaldehyde in “Nontoxic” Nail Polish","year":2019,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Formaldehyde; Nail (fastener); Chromotropic acid; Medicine; Preservative; Allergic contact dermatitis; Dermatology; Food science; Chemistry; Organic chemistry; Allergy; Materials science","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":["insufficient_payload"],"category_scores_codex":[0.000061978,0.0001182573,0.0002756955,0.0001421841,0.00002389224,0.00003577208,0.00007768633,0.00006828742,0.001577282],"category_scores_gemma":[0.00002397486,0.0001097101,0.00007770849,0.0001488059,0.00001693028,0.0002966755,0.00003921039,0.0001480712,0.000909082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006195644,"about_ca_system_score_gemma":0.00005374652,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000307705,"about_ca_topic_score_gemma":0.000457853,"domain_scores_codex":[0.9990948,0.00001764956,0.0002762656,0.0001377525,0.0001987918,0.0002746669],"domain_scores_gemma":[0.999541,0.00003120233,0.00004870247,0.0002575123,0.0000349847,0.0000865935],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002654621,0.0002803965,0.7144078,0.0007971912,0.000102355,0.001163528,0.003918823,0.00001443204,0.002058435,0.005401124,0.1747131,0.09711626],"study_design_scores_gemma":[0.001704178,0.00006047586,0.7539735,0.0002361153,0.000007933108,0.0003601626,0.0002617786,0.0005823851,0.001058713,0.0001508551,0.2414577,0.0001461272],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8783521,0.0003531371,0.0000197715,0.004685276,0.0002279788,0.0003096689,0.00000974761,0.00006836469,0.1159739],"genre_scores_gemma":[0.9882032,0.0001896601,0.0003335031,0.008097111,0.00007275409,0.00001784844,0.00003175939,0.00001699053,0.003037183],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1129368,"threshold_uncertainty_score":0.9998688,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007824932682603904,"score_gpt":0.2357857735845837,"score_spread":0.2279608409019798,"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."}}