{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003475029,0.001141267,0.005779107,0.007932533,0.0005877323,0.002011294,0.001023891,0.001869455,0.004414678],"category_scores_gemma":[0.01586468,0.0006771071,0.005496469,0.008971703,0.0006437862,0.001813293,0.001001987,0.0007498101,0.0002418903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002032028,"about_ca_system_score_gemma":0.004212748,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004300151,"about_ca_topic_score_gemma":0.01110121,"domain_scores_codex":[0.9953389,0.001240504,0.002085744,0.0003331038,0.0008633817,0.0001384685],"domain_scores_gemma":[0.9809799,0.01220015,0.004968124,0.00019228,0.001467826,0.0001916619],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002285631,0.00001830203,0.001598357,0.975041,0.005610189,0.0002105867,0.0001205026,0.00002806629,0.0001303002,0.00005475312,0.000911415,0.01604803],"study_design_scores_gemma":[0.0004403868,0.0004175825,0.01586823,0.868596,0.09818366,0.001888865,0.0004516905,0.00009271505,0.0002575914,0.0001849856,0.01356398,0.00005449672],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002255787,0.9968779,0.00005329133,0.000121897,0.00006284573,0.0001946847,0.0002286786,0.000003097153,0.0002017918],"genre_scores_gemma":[0.03388871,0.9642353,0.0003167161,0.0005471479,0.0001375372,0.0004505596,0.0002640522,0.000003652869,0.000156265],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007932533,"threshold_uncertainty_score":0.0183779,"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."}}