{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009465941,0.0000488521,0.0001201192,0.000003932363,0.0002490666,0.000003339497,0.0001531404,0.00002159278,0.005991725],"category_scores_gemma":[0.00002335267,0.00001920273,0.00006650452,0.0001407751,0.00002346386,0.00001889206,0.0002483451,0.00006528784,0.00001668407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001664146,"about_ca_system_score_gemma":0.000001083626,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005569853,"about_ca_topic_score_gemma":0.0005534677,"domain_scores_codex":[0.9993997,0.00007788622,0.0001506007,0.0001091548,0.0001225972,0.000140125],"domain_scores_gemma":[0.9998314,0.0000334948,0.00006432844,0.00002840976,0.00001454814,0.00002786338],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002732594,0.0008604543,0.6884815,0.00002829847,0.0001419708,0.0001277083,0.000801523,0.000177038,0.02515565,0.003470155,0.1894096,0.09131878],"study_design_scores_gemma":[0.00007294075,0.000259062,0.7290075,9.340598e-7,0.000003538403,0.00001684105,0.0002769296,0.0000260326,0.0002568686,0.0008829178,0.2691258,0.00007066331],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942264,0.0002163433,8.460567e-7,0.002719105,0.0001364155,0.0000706253,0.00004598123,0.00002077297,0.002563488],"genre_scores_gemma":[0.998184,0.00008145622,0.00002255921,0.001406452,0.00002678731,0.00002110522,0.00003399487,2.404915e-7,0.0002233497],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09124811,"threshold_uncertainty_score":0.9949169,"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."}}