{"id":"W2889433332","doi":"10.1097/der.0000000000000398","title":"Transparent Film Dressings for Patch Testing Leads to Better Adhesion and Patient Comfort","year":2018,"lang":"en","type":"letter","venue":"Dermatitis","topic":"Surgical Sutures and Adhesives","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Patch testing; Adhesion; Dermatology; Composite material; Materials science; Contact dermatitis; Immunology","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":[],"consensus_categories":[],"category_scores_codex":[0.00004947129,0.0003084095,0.0005347613,0.0000977091,0.0001536388,0.00007084502,0.00008541303,0.0003991487,0.0002307489],"category_scores_gemma":[0.00009764056,0.0002433654,0.0001580106,0.00009256362,0.00007625239,0.00005354829,0.00004264403,0.0004331651,0.0000266979],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004074752,"about_ca_system_score_gemma":0.00002988749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007757091,"about_ca_topic_score_gemma":0.000008326476,"domain_scores_codex":[0.9983984,0.0000325449,0.0004003482,0.0004033232,0.0003468007,0.0004185903],"domain_scores_gemma":[0.9990358,0.0003145648,0.0001255499,0.0002380379,0.0001243398,0.0001617218],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001127455,0.00001947256,0.006398321,0.0007006812,0.00002798611,0.0002394754,0.0004412765,3.719891e-7,0.0001153762,5.155558e-7,0.9659316,0.02611363],"study_design_scores_gemma":[0.0005916982,0.000556556,0.01981517,0.001385237,0.0001469556,0.0001455027,0.00002421048,0.0001004767,0.00188267,0.00005405908,0.9749771,0.0003203311],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1929818,0.0004495318,0.0003136406,0.8030413,0.0004645146,0.001202588,0.0002860664,0.00009659056,0.001163885],"genre_scores_gemma":[0.05170967,0.00002191281,0.004698006,0.9398818,0.00248812,0.000170496,0.0005243424,0.00007294153,0.0004327222],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1412722,"threshold_uncertainty_score":0.9924155,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04134992146555566,"score_gpt":0.2780974298832648,"score_spread":0.2367475084177091,"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."}}