{"id":"W2387520210","doi":"10.1097/der.0000000000000184","title":"Modern Electronic Devices: An Increasingly Common Cause of Skin Disorders in Consumers","year":2016,"lang":"en","type":"review","venue":"Dermatitis","topic":"Ergonomics and Musculoskeletal Disorders","field":"Psychology","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Electronics; Recreation; Mobile device; Internet privacy; Personal computer; Multimedia; Engineering; Computer science; Electrical engineering; World Wide Web","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"],"consensus_categories":[],"category_scores_codex":[0.0002578337,0.0005033942,0.001623974,0.0004629225,0.00004719416,0.00002581169,0.000575432,0.0004645026,0.0003897359],"category_scores_gemma":[0.00001904311,0.00044044,0.0004255466,0.0002767611,0.0001823517,0.0001685642,0.00007618398,0.0004277868,0.000214584],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001889747,"about_ca_system_score_gemma":0.0002589699,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004339625,"about_ca_topic_score_gemma":0.04033263,"domain_scores_codex":[0.9969917,0.0006251389,0.001017763,0.0005376394,0.0001462163,0.0006815337],"domain_scores_gemma":[0.9982014,0.0002587643,0.0005997593,0.0007906012,0.0000273107,0.0001221082],"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":[0.000004184075,0.0001833638,0.0006797848,0.003255399,0.00033264,0.000006703264,0.000449095,4.678967e-7,6.599674e-8,0.004856376,0.0003934882,0.9898384],"study_design_scores_gemma":[0.0007166514,0.00009549128,0.004074521,0.004291515,0.0002695581,0.0000331523,0.00009569649,0.00001171312,9.544683e-8,0.001602884,0.9882177,0.0005910657],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003029022,0.9812911,0.00006407755,0.00006488863,0.0002682469,0.0008763165,0.0002338076,0.00004522002,0.01412735],"genre_scores_gemma":[0.03987312,0.9591383,0.00002367863,0.0001880939,0.00002598351,0.0002147511,0.0003200479,0.0001154201,0.0001005531],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9892474,"threshold_uncertainty_score":0.9998047,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0206161263939235,"score_gpt":0.3366504987252896,"score_spread":0.3160343723313661,"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."}}