{"id":"W4291021192","doi":"10.1097/der.0000000000000934","title":"Friction-Induced Skin Disorders—A Review","year":2022,"lang":"en","type":"article","venue":"Dermatitis","topic":"Nail Diseases and Treatments","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dermis; Medicine; Dermatology; Scarring alopecia; Pathology","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":[0.0003843984,0.0007849797,0.001087101,0.003631622,0.0004749278,0.001223575,0.0007496903,0.000887684,0.005463975],"category_scores_gemma":[0.001048031,0.000242164,0.0008054505,0.002820071,0.00047139,0.00140678,0.0005992622,0.001005081,0.001041146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004736046,"about_ca_system_score_gemma":0.001264628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001437508,"about_ca_topic_score_gemma":0.00189879,"domain_scores_codex":[0.9997123,0.0000457788,0.00008190144,0.00005103304,0.00008424797,0.00002473154],"domain_scores_gemma":[0.9993724,0.0003520505,0.0001176878,0.00001595169,0.0001046227,0.00003724479],"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":[0.0001088803,0.0001722713,0.001308852,0.06264307,0.0002272492,0.001606428,0.0002054246,0.0003243476,0.0009497437,0.002290922,0.04077048,0.8893924],"study_design_scores_gemma":[0.00002938509,0.0001809271,0.005790215,0.04134534,0.0007351905,0.02575759,0.0004231548,0.0001784033,0.0005992178,0.00272955,0.9221805,0.00005043435],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002547893,0.9984578,0.00006116886,0.0001811765,0.000170073,0.000006434571,0.00002173066,0.000004299588,0.0008425635],"genre_scores_gemma":[0.00159985,0.9975995,0.0001101295,0.0001784318,0.0002287104,0.000005664028,0.00003532615,0.000001152859,0.0002411932],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005463975,"threshold_uncertainty_score":0.01827884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01182485630776811,"score_gpt":0.2695381423006121,"score_spread":0.257713285992844,"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."}}