{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004178595,0.000427224,0.0001170887,0.001255966,0.0003580347,0.0005077895,0.0003299639,0.0004597853,0.002666614],"category_scores_gemma":[0.0005553129,0.0001645586,0.0002622986,0.0004703729,0.000431755,0.0004289252,0.000325166,0.0002214043,0.0002988352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004706429,"about_ca_system_score_gemma":0.000276762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003088511,"about_ca_topic_score_gemma":0.00325411,"domain_scores_codex":[0.9994369,0.00008173112,0.00004270054,0.0001045335,0.0002684577,0.00006573803],"domain_scores_gemma":[0.9995174,0.0001176566,0.0001595434,0.00004156793,0.0001268112,0.00003701284],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0009350214,0.0002322131,0.09800509,0.0005892924,0.00008868309,0.002470441,0.0003806663,0.0002813525,0.8728373,0.0005327592,0.0001455762,0.02350176],"study_design_scores_gemma":[0.0000229626,0.001802112,0.2212929,0.0001072451,0.000161828,0.004861327,0.000744263,0.000640681,0.7635444,0.0003877886,0.006412443,0.00002207294],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923155,0.002908937,0.002132528,0.00004154622,0.00002334798,0.00004610978,0.0001422672,0.00002442837,0.002365368],"genre_scores_gemma":[0.9961812,0.0006966084,0.001369516,0.00004976212,0.000009089516,0.000009378889,0.0001648759,0.000008250542,0.001511291],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003088511,"threshold_uncertainty_score":0.008920729,"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."}}