{"id":"W2972455876","doi":"10.1097/der.0000000000000510","title":"Patch Testing with Formaldehyde 2.0% (0.60 mg/cm <sup>2</sup> ) Detects More Contact Allergy to Formaldehyde Than 1.0%","year":2019,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Formaldehyde; Contact allergy; Medicine; Patch testing; Dermatology; Allergy; Contact dermatitis; Organic chemistry; Immunology; 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":[0.0001596807,0.0005422424,0.0008270158,0.0002971999,0.00022911,0.0001768635,0.0003245164,0.0001800709,0.0007670638],"category_scores_gemma":[0.0001489924,0.0004502491,0.0001843919,0.0005268005,0.00004550102,0.0007951801,0.0001892839,0.000409663,0.0007787281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000149907,"about_ca_system_score_gemma":0.0002081527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00130273,"about_ca_topic_score_gemma":0.0009067319,"domain_scores_codex":[0.9969896,0.00005285263,0.0006876393,0.0005207206,0.0007538292,0.0009953463],"domain_scores_gemma":[0.9978747,0.0002202272,0.0002197405,0.0008414798,0.0003081696,0.0005357094],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004748124,0.0006321503,0.7680159,0.002746822,0.001672313,0.003711315,0.02726756,0.003203615,0.00806795,0.0009119681,0.07221683,0.1110788],"study_design_scores_gemma":[0.007102803,0.002044133,0.7666518,0.00237173,0.0001337088,0.002758796,0.004022486,0.0194381,0.009300199,0.00005872289,0.1848235,0.001293942],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9744463,0.000246433,0.0005146741,0.005165559,0.0001487435,0.001348718,0.00005442329,0.0003762168,0.01769895],"genre_scores_gemma":[0.9831728,0.000106354,0.003674044,0.01121183,0.0002238414,0.0001536898,0.0001108878,0.0001129136,0.001233636],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1126067,"threshold_uncertainty_score":0.9999993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01172904387547066,"score_gpt":0.2284146680213664,"score_spread":0.2166856241458957,"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."}}