{"id":"W4408330038","doi":"10.1089/derm.2025.0014","title":"Exploring Immune-Related Biomarkers in Human Itch","year":2025,"lang":"en","type":"review","venue":"Dermatitis","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Immune system; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001988424,0.0005194012,0.001767242,0.004250724,0.0002522868,0.001543131,0.0004666111,0.0009174104,0.003020092],"category_scores_gemma":[0.003788336,0.0002084225,0.001373116,0.004507004,0.0004255339,0.00133793,0.0007193718,0.0006928328,0.000487756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000511417,"about_ca_system_score_gemma":0.001635907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001147867,"about_ca_topic_score_gemma":0.002174916,"domain_scores_codex":[0.9989818,0.00040223,0.0002380755,0.0001133448,0.0002086201,0.00005593837],"domain_scores_gemma":[0.9975948,0.001614997,0.0004267207,0.00003396064,0.0002905804,0.00003902715],"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":[0.0006011222,0.0001087176,0.01241412,0.2543989,0.001930308,0.001181227,0.0005208203,0.0003779029,0.004090438,0.003154101,0.01273971,0.7084826],"study_design_scores_gemma":[0.0002428942,0.001549222,0.08478694,0.1842133,0.0102567,0.01088021,0.002027578,0.0007696814,0.004960959,0.00859513,0.6915075,0.0002098469],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001155214,0.9975725,0.0002027256,0.0002781606,0.0001056045,0.00002901158,0.0001418552,0.000004251202,0.0005107044],"genre_scores_gemma":[0.01544519,0.9822208,0.0008438951,0.000579172,0.0002840938,0.00007755539,0.0002689023,0.000002033734,0.0002783177],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004250724,"threshold_uncertainty_score":0.01051593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07221915902703646,"score_gpt":0.3392545835134256,"score_spread":0.2670354244863891,"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."}}