{"id":"W4385172428","doi":"10.2196/47148","title":"From the Cochrane Library: Interventions for Ulceration and Other Skin Changes Caused by Nerve Damage in Leprosy","year":2023,"lang":"en","type":"article","venue":"JMIR Dermatology","topic":"Leprosy Research and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Arthritis and Musculoskeletal and Skin Diseases; National Institutes of Health; Pfizer","keywords":"Leprosy; Medicine; Cochrane Library; Psychological intervention; Dermatology; Surgery","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":[0.0000637601,0.00008118855,0.0001925104,0.00008324232,0.0000579969,0.00002832606,0.00005178256,0.00007479937,0.00009311522],"category_scores_gemma":[0.00003716199,0.00005399128,0.00004833134,0.0001587294,0.00006653696,0.00006060721,0.00004533971,0.00009255961,0.00003980803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001292353,"about_ca_system_score_gemma":0.000025459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001141456,"about_ca_topic_score_gemma":0.0008084969,"domain_scores_codex":[0.9993331,0.00007792725,0.0001317311,0.0001810566,0.0000726392,0.0002035011],"domain_scores_gemma":[0.9995006,0.0002284152,0.00003065414,0.000172289,0.00001337901,0.00005469033],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007245957,0.0007981185,0.4880528,0.001126494,0.0004268679,0.0006018091,0.004608581,0.000001022697,0.02033838,0.002745303,0.4730965,0.007479532],"study_design_scores_gemma":[0.02373562,0.001394243,0.722995,0.001261651,0.0001938811,0.0002365564,0.002212592,0.004475116,0.1293757,0.007403949,0.1062556,0.0004600468],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9582604,0.0009602255,0.00003412205,0.03899756,0.00004229746,0.001214762,0.0002112728,0.00006944993,0.0002098923],"genre_scores_gemma":[0.9960747,0.0001380558,0.00004541031,0.0007681853,0.00007070386,0.001076081,0.000709181,0.00002161072,0.001096059],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3668408,"threshold_uncertainty_score":0.22017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04250286259151594,"score_gpt":0.3736533285528201,"score_spread":0.3311504659613042,"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."}}