{"id":"W1978809246","doi":"10.2310/6620.2006.05017","title":"Sunscreen Allergy: A Review of Epidemiology, Clinical Characteristics, and Responsible Allergens","year":2006,"lang":"en","type":"review","venue":"Dermatitis","topic":"Skin Protection and Aging","field":"Medicine","cited_by":99,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Epidemiology; Dermatology; Allergy; Contact allergy; Sunscreening Agents; Allergic contact dermatitis; Contact dermatitis; Immunology; Pathology; Internal medicine","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":[0.002112233,0.0003044888,0.003737008,0.0001719203,0.00004323855,0.000004729005,0.0001079478,0.0003709329,0.0004560859],"category_scores_gemma":[0.00345755,0.0002376544,0.0006270919,0.0001932021,0.0001824586,0.00003071979,0.00008901145,0.000562616,0.0000677389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000334227,"about_ca_system_score_gemma":0.0002842458,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006941959,"about_ca_topic_score_gemma":0.000006961944,"domain_scores_codex":[0.9958726,0.001060927,0.002292225,0.0003826983,0.0001389991,0.000252548],"domain_scores_gemma":[0.9970976,0.001099969,0.001013904,0.0004954334,0.0001213552,0.000171746],"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":[0.000002305687,0.00003311183,0.0002350413,0.1182909,0.0002161634,0.00005350251,0.000002942179,1.661663e-9,1.703029e-8,0.0001568519,0.1502675,0.7307417],"study_design_scores_gemma":[0.0001822908,0.00005155123,0.003118154,0.17379,0.00050588,0.0005349338,9.725896e-7,0.000003443892,9.149404e-8,0.00002859031,0.8216311,0.0001529989],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000001610201,0.9938176,0.0001513325,0.002433283,0.0002627583,0.0009667021,0.0001081325,0.00005152026,0.002207091],"genre_scores_gemma":[6.226142e-7,0.9896798,0.001912425,0.006072877,0.0003479228,0.00007128134,0.000609621,0.00004215746,0.001263283],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7305887,"threshold_uncertainty_score":0.9691264,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.142318137151803,"score_gpt":0.4379048053092459,"score_spread":0.2955866681574429,"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."}}