{"id":"W2020461262","doi":"10.2310/6620.2004.20375","title":"Allergic Contact Dermatitis from Acrylates in Artificial Nails","year":2004,"lang":"en","type":"article","venue":"Dermatitis","topic":"Nail Diseases and Treatments","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Dermatology; Paronychia; Nail (fastener); Erythema; Allergic contact dermatitis; Contact dermatitis; Nail disease; Allergy; Materials science; Immunology","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":[0.00002472529,0.0001723501,0.0003132954,0.0001062561,0.00005768093,0.00004310002,0.00006634105,0.00008660851,0.0007919185],"category_scores_gemma":[0.00003533287,0.0001588625,0.0001132942,0.0001552634,0.00003068686,0.0001766303,0.00002460183,0.0001119211,0.0008162571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001727841,"about_ca_system_score_gemma":0.00009599057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002879598,"about_ca_topic_score_gemma":0.001176927,"domain_scores_codex":[0.9989193,0.00002490249,0.0003355606,0.0002165718,0.0002244374,0.0002792024],"domain_scores_gemma":[0.9994455,0.00004288014,0.00006416137,0.0002330376,0.00003426387,0.0001801309],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001531589,0.003972093,0.8642389,0.0003684968,0.001227887,0.02027249,0.005622776,0.0002120483,0.002978079,0.007767897,0.02401165,0.06917454],"study_design_scores_gemma":[0.004047576,0.00009582742,0.9787892,0.0003145992,0.00008811764,0.00008471003,0.0001415739,0.00007439068,0.004251513,0.007374451,0.004558343,0.0001797162],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906518,0.001112096,0.00009048482,0.004959147,0.0001537662,0.000347477,0.0001495047,0.00008094244,0.002454781],"genre_scores_gemma":[0.9946295,0.0002445562,0.0005796677,0.003995112,0.0001014703,0.00004406894,0.0003373755,0.00002250667,0.00004572595],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1145503,"threshold_uncertainty_score":0.9999617,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0147247219769507,"score_gpt":0.2610304729736495,"score_spread":0.2463057509966988,"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."}}