{"id":"W4214812032","doi":"10.1097/der.0000000000000861","title":"Allergic Contact Dermatitis, an Important Skin Reaction in Diabetes Device Users: A Systematic Review","year":2022,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Allergic contact dermatitis; Adverse effect; Diabetes mellitus; Systematic review; MEDLINE; Diabetes management; Insulin","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000654642,0.0003383212,0.001260706,0.0003043902,0.0002316421,0.00007550307,0.0002590272,0.00006868393,0.0009157664],"category_scores_gemma":[0.0001922481,0.0003253816,0.0002217921,0.0005411278,0.00002515482,0.0006321275,0.0001177473,0.0004487537,0.000067899],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003733257,"about_ca_system_score_gemma":0.0001510256,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004933597,"about_ca_topic_score_gemma":0.0009568228,"domain_scores_codex":[0.9964483,0.0005010798,0.00146701,0.0003818745,0.0007162611,0.0004854735],"domain_scores_gemma":[0.9983037,0.0001491016,0.0005277503,0.0007049008,0.0001033532,0.0002112538],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"observational","study_design_scores_codex":[0.00002885833,0.002077427,0.09137399,0.7701812,0.001194965,0.005499944,0.007982625,0.00003109271,0.00323587,0.002258192,0.113754,0.002381814],"study_design_scores_gemma":[0.007404703,0.001277244,0.6676353,0.2099361,0.001765537,0.006440734,0.007077535,0.007028715,0.001407402,0.0004016836,0.08732074,0.002304313],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9240035,0.05744939,0.00001181898,0.01136352,0.0004113286,0.004049087,0.000125881,0.0002997434,0.002285718],"genre_scores_gemma":[0.9552529,0.009863586,0.0001275655,0.03279541,0.00005549376,0.00122874,0.0004787879,0.00005646248,0.0001409919],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5762613,"threshold_uncertainty_score":0.9999976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01431162647014723,"score_gpt":0.2574588481830498,"score_spread":0.2431472217129026,"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."}}