{"id":"W4306728571","doi":"10.1097/der.0000000000000961","title":"Friction-Aggravated Skin Disorders—A Review of Mechanism and Related Diseases","year":2022,"lang":"en","type":"article","venue":"Dermatitis","topic":"Skin and Cellular Biology Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Mechanism (biology); Cytokine; Transcription factor; Cell biology; Immunology; Gene; Genetics; Biology","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":[0.0001159176,0.000072904,0.0001169663,0.00003502199,0.0001231262,0.000003698434,0.0001094841,0.00004191889,0.000518024],"category_scores_gemma":[0.00005270128,0.00007244223,0.00005918551,0.0001261838,0.0000571073,0.000001705379,0.0001806679,0.00007672404,0.00000422247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005475631,"about_ca_system_score_gemma":0.00002959272,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002248169,"about_ca_topic_score_gemma":0.000003891786,"domain_scores_codex":[0.9992686,0.0001659446,0.0001640076,0.0001689328,0.0001134657,0.0001190755],"domain_scores_gemma":[0.9996696,0.00001064991,0.00006291757,0.0001812636,0.00003104036,0.00004450232],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001193905,0.001406386,0.04685451,0.008647723,0.001395408,0.0002340866,0.000678653,0.00003984577,0.4343438,0.02097616,0.4213223,0.06398177],"study_design_scores_gemma":[0.003427667,0.001857294,0.05196653,0.0008905206,0.0002706958,0.001660306,0.0007113942,0.000538538,0.1789847,0.01525173,0.7432284,0.001212185],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8149728,0.1772728,0.0002384257,0.002504269,0.0002929228,0.0006017001,0.0003022755,0.00002970537,0.003785108],"genre_scores_gemma":[0.9492785,0.04872338,0.0000350134,0.000710757,0.00001532465,0.00006468604,0.0006883652,0.00001070191,0.0004732547],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3219061,"threshold_uncertainty_score":0.5671999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004569111476640886,"score_gpt":0.2317688919385904,"score_spread":0.2271997804619495,"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."}}