{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00005642194,0.0003418328,0.001679947,0.0001507833,0.00003447236,0.00002141986,0.0001700245,0.0005441556,0.0008124099],"category_scores_gemma":[0.00008817125,0.0002441563,0.0003965051,0.0005426186,0.00006156018,0.00004033658,0.00006603741,0.0009524605,0.001844413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004218286,"about_ca_system_score_gemma":0.0001338819,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001297108,"about_ca_topic_score_gemma":0.00001891927,"domain_scores_codex":[0.9983096,0.0001553934,0.0006144752,0.0003826402,0.0001966343,0.0003412181],"domain_scores_gemma":[0.999261,0.0001344069,0.0001423127,0.0002479927,0.00001595767,0.0001983427],"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":[0.000001441844,0.00009934758,0.00007462036,0.01724835,0.0001713753,0.001380418,0.00007627855,0.000001102577,1.254446e-7,0.00002541648,0.01421989,0.9667016],"study_design_scores_gemma":[0.0003417432,0.00008118822,0.0003773604,0.01026371,0.0003865827,0.0001682826,0.00001037192,0.0000421382,2.721305e-7,0.00004726824,0.9880539,0.0002272032],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000239016,0.9862657,0.000003818184,0.003121316,0.000180879,0.000719622,0.00001552996,0.0001033666,0.009565919],"genre_scores_gemma":[0.0001402163,0.993313,0.00007702716,0.005751381,0.00006755897,0.00008188132,0.00007299498,0.00005192857,0.0004439715],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.973834,"threshold_uncertainty_score":0.9989328,"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."}}