{"id":"W3106614802","doi":"10.1097/der.0000000000000673","title":"Wearable Woes: Allergens in Diabetic Devices","year":2020,"lang":"en","type":"review","venue":"Dermatitis","topic":"Botulinum Toxin and Related Neurological Disorders","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Diabetes mellitus; Allergic contact dermatitis; Intensive care medicine; Contact dermatitis; Wearable computer; Dermatology; Allergy; Immunology; Computer science; Endocrinology","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":[0.0003580205,0.0008316871,0.0009855918,0.003381536,0.0003582084,0.001145093,0.0005752046,0.001448622,0.003458809],"category_scores_gemma":[0.0007479104,0.0003150504,0.0008192831,0.002134176,0.0004301141,0.001688234,0.0006450699,0.001430715,0.001501071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000365202,"about_ca_system_score_gemma":0.0005717256,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001042486,"about_ca_topic_score_gemma":0.001661547,"domain_scores_codex":[0.9996372,0.00005530838,0.00007604634,0.00006432371,0.0001402571,0.00002679489],"domain_scores_gemma":[0.9995426,0.0002406708,0.00009336318,0.00001209247,0.00009083144,0.00002050923],"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":[0.00005622547,0.00008517544,0.0008761084,0.03153175,0.0001315319,0.001200832,0.0001742376,0.0002014552,0.002425859,0.001967519,0.02616631,0.935183],"study_design_scores_gemma":[0.00001339056,0.00009676887,0.003048683,0.01000435,0.0002459721,0.01533281,0.0002460601,0.0001170688,0.001174397,0.001655734,0.9680305,0.0000343784],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002502322,0.9984163,0.0001025745,0.0001832114,0.0001822467,0.000003695153,0.00001471677,0.000007025716,0.0008400646],"genre_scores_gemma":[0.001597316,0.9969239,0.0001730571,0.0003090154,0.0002641465,0.000004369759,0.00002992317,0.000002021274,0.0006963181],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003458809,"threshold_uncertainty_score":0.01157081,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03703881141379291,"score_gpt":0.3007681253879865,"score_spread":0.2637293139741936,"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."}}