{"id":"W4282914597","doi":"10.1097/der.0000000000000897","title":"Allergenicity of Popular Insect Repellents","year":2022,"lang":"en","type":"article","venue":"Dermatitis","topic":"Entomological Studies and Ecology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Insect; Insect repellent; DEET; Toxicology; Traditional medicine; Biology; Botany; Immunology; Pathology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002924697,0.0003592899,0.0001971427,0.0005262671,0.0001782645,0.0002986068,0.0001660963,0.0003462261,0.005400242],"category_scores_gemma":[0.0004996267,0.00009896418,0.0003470099,0.0004117845,0.0001412828,0.0002085201,0.0002378073,0.000282884,0.0005691379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001873197,"about_ca_system_score_gemma":0.0001325276,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007854383,"about_ca_topic_score_gemma":0.0008228394,"domain_scores_codex":[0.9994691,0.00009947048,0.0000329488,0.00005773933,0.0002539686,0.00008668593],"domain_scores_gemma":[0.999571,0.00008388573,0.00009157945,0.00002109505,0.0001529694,0.00007938992],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.002852101,0.0009793451,0.02977138,0.0005088393,0.0001736055,0.0002242524,0.0001573098,0.0002826572,0.9433188,0.0001805568,0.000988954,0.0205621],"study_design_scores_gemma":[0.0001156911,0.01783798,0.4691612,0.00009046376,0.0002224503,0.00119896,0.000384345,0.0007206394,0.5012014,0.0002056219,0.008834517,0.00002674519],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993913,0.002954056,0.000126839,0.00006600296,0.00006119478,0.00003217991,0.0006693488,0.000009547701,0.0021679],"genre_scores_gemma":[0.9943768,0.001538209,0.0001721612,0.0001198782,0.00008251585,0.00002151684,0.001254828,0.000008002733,0.00242603],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005400242,"threshold_uncertainty_score":0.01806563,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02922513682271575,"score_gpt":0.2064457387644507,"score_spread":0.177220601941735,"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."}}