{"id":"W7117898260","doi":"10.59249/shyp2377","title":"Scabies as a Neglected Tropical Disease: A Comprehensive Review ofPathogenesis, Epidemiology, Clinical Manifestations, Diagnosis andTreatment","year":2025,"lang":"en","type":"article","venue":"The Yale Journal of Biology and Medicine","topic":"Dermatological diseases and infestations","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Northern College","funders":"","keywords":"Scabies; Rash; Tropical disease; Neglected tropical diseases; Epidemiology; Sarcoptes scabiei; Disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000305105,0.000137269,0.0008476872,0.00008853296,0.0001403435,0.000001932046,0.000091989,0.00008763362,0.0001739356],"category_scores_gemma":[0.005066591,0.00006346144,0.0001837223,0.0001698595,0.0009437159,0.00002738805,0.00003757504,0.0002507364,0.000007218716],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001885574,"about_ca_system_score_gemma":0.0001881966,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001148441,"about_ca_topic_score_gemma":0.000001448016,"domain_scores_codex":[0.9978448,0.000805593,0.000950192,0.0001555836,0.00007479413,0.0001690638],"domain_scores_gemma":[0.9960127,0.002884033,0.0003449343,0.0001856606,0.0002968285,0.0002758019],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001121202,0.0005804861,0.8783709,0.0007372353,0.0007108634,0.0003842825,0.00004250381,7.864113e-7,0.00009358794,0.01322937,0.05487167,0.04985709],"study_design_scores_gemma":[0.001864054,0.001227701,0.9238446,0.002430712,0.001863569,0.0006771444,0.0001163147,0.00001519069,0.000002149985,0.007699231,0.06020872,0.000050596],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.4271123,0.3972423,0.0003502737,0.1743139,0.0002603432,0.0004222319,0.00001663471,0.00001308564,0.0002689278],"genre_scores_gemma":[0.4049171,0.5552166,0.0002920938,0.03911149,0.0001867725,0.00003911385,0.00003922813,0.000004404952,0.000193265],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.1579742,"threshold_uncertainty_score":0.6065548,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0815952558271704,"score_gpt":0.4672363447880077,"score_spread":0.3856410889608373,"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."}}