{"id":"W4251357109","doi":"10.1097/der.0000000000000075","title":"Formaldehyde","year":2015,"lang":"en","type":"review","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Formaldehyde; Medicine; Contact allergy; Patch test; Allergen; Contact dermatitis; Dermatology; Allergic contact dermatitis; Allergy; Patch testing; Immunology; Organic 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001002057,0.0003573625,0.001925688,0.0002034487,0.00004882853,0.00005985482,0.000146917,0.0002511093,0.0005479918],"category_scores_gemma":[0.00004293341,0.0002710059,0.0005250013,0.0001982349,0.00003371752,0.0001388828,0.00008519259,0.0003338568,0.001756781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001386669,"about_ca_system_score_gemma":0.0004721139,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001881235,"about_ca_topic_score_gemma":0.00001111799,"domain_scores_codex":[0.9985137,0.00004932903,0.0006061475,0.0002086598,0.0003319096,0.0002902454],"domain_scores_gemma":[0.9989394,0.00004356187,0.0002153324,0.0004636176,0.0001018106,0.0002362804],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[1.746659e-7,0.00001558227,0.000001898322,0.01285408,0.0001003128,0.0002286246,0.00004311211,8.888619e-9,3.709681e-9,0.0001333601,0.2325662,0.7540566],"study_design_scores_gemma":[0.0002923179,0.00003882745,0.00002642727,0.01425471,0.0006657285,0.002683642,0.00001393217,0.000004652758,2.460807e-7,0.00003601276,0.9817194,0.0002640701],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[8.354205e-7,0.9449638,0.00001985723,0.0003148348,0.0003141123,0.000640844,0.00007868198,0.0001397261,0.05352729],"genre_scores_gemma":[0.000003665539,0.9941124,0.000297066,0.001258433,0.0003299461,0.0001139169,0.0005739694,0.00006407802,0.003246575],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7537926,"threshold_uncertainty_score":0.9999742,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05642648967340077,"score_gpt":0.3354289211843975,"score_spread":0.2790024315109967,"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."}}