{"id":"W2288016144","doi":"10.2310/6620.2009.09037","title":"Questionnaire Study of the Prevalence of Allergic Contact Dermatitis from Cosmetics in Israel","year":2009,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cosmetics; Medicine; Dermatology; Allergic contact dermatitis; Patch test; Rash; Allergy; Contact dermatitis; Contact allergy; Population; Allergen; Environmental health; 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":[],"consensus_categories":[],"category_scores_codex":[0.00009665204,0.0001764221,0.0004949151,0.0001164884,0.00004744946,0.00001497683,0.0002418386,0.00007640827,0.0001294157],"category_scores_gemma":[0.0001457242,0.0001364943,0.0001134549,0.0002779878,0.00005529084,0.0001584689,0.00005348301,0.0001900372,0.000006964984],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005723022,"about_ca_system_score_gemma":0.00008596319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001463991,"about_ca_topic_score_gemma":0.00125304,"domain_scores_codex":[0.998279,0.0001490216,0.0007570466,0.0001838507,0.0004483182,0.0001827752],"domain_scores_gemma":[0.9988527,0.00009131835,0.0003007264,0.0005318448,0.0001619315,0.00006142606],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001925284,0.001638339,0.9663881,0.0006954072,0.000128581,0.0001404894,0.01521975,0.00004757476,0.001276774,0.0009648797,0.00445787,0.00902295],"study_design_scores_gemma":[0.002308412,0.0003512475,0.990399,0.001354225,0.00009117858,0.00004266879,0.001850374,0.0004133689,0.002342417,0.0003659819,0.0003577438,0.0001233835],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936089,0.001242453,0.00004271944,0.003014584,0.0001518345,0.0007428075,0.00005493993,0.00002778688,0.001114011],"genre_scores_gemma":[0.9972724,0.0005456897,0.0001341138,0.001872523,0.00003089054,0.00001634991,0.000008330568,0.00001152719,0.0001081306],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02401087,"threshold_uncertainty_score":0.5566077,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01219257538765102,"score_gpt":0.2561837929157074,"score_spread":0.2439912175280564,"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."}}