{"id":"W4386154925","doi":"10.1093/bjd/ljad308","title":"Failure of scabies treatment: a systematic review and meta-analysis","year":2023,"lang":"en","type":"review","venue":"British Journal of Dermatology","topic":"Dermatological diseases and infestations","field":"Medicine","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; St. Joseph’s Healthcare Hamilton; Impact","funders":"Robert Koch Institut","keywords":"Medicine; Ivermectin; Meta-analysis; Internal medicine; Scabies; Confidence interval; Permethrin; Observational study; Randomized controlled trial; Pediatrics; Dermatology; Veterinary medicine","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":["metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.000168504,0.0003098035,0.01575001,0.0005050089,0.00004897167,0.00003153043,0.0001592309,0.0002196613,0.0002457208],"category_scores_gemma":[0.0006832617,0.0002013045,0.005200913,0.0008299051,0.0001510634,0.00007928774,0.00003955619,0.0002427731,0.00002604934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000316769,"about_ca_system_score_gemma":0.0002284077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000130739,"about_ca_topic_score_gemma":0.00001784522,"domain_scores_codex":[0.9961452,0.0006043091,0.00260878,0.000201339,0.000242567,0.0001977861],"domain_scores_gemma":[0.9963627,0.0005248639,0.002274284,0.0002665299,0.0003558606,0.0002156931],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.000001493534,0.0001040012,0.000003834371,0.7740411,0.2182276,0.004514104,0.000007099544,5.475248e-8,5.67455e-9,0.00006167228,0.001256314,0.001782635],"study_design_scores_gemma":[0.000179735,0.00005997267,0.000005065783,0.07030173,0.7636713,0.1496988,0.0000211566,7.491032e-7,5.373846e-8,0.00003400922,0.01592428,0.0001030774],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000002847074,0.9977135,0.00002635165,0.0007423516,0.00001960051,0.001120478,0.0002947777,0.00001519156,0.00006488927],"genre_scores_gemma":[0.00006083566,0.9990252,0.0001784739,0.0002265274,0.00001002692,0.0001114242,0.00007794982,0.0000270028,0.0002826003],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7037394,"threshold_uncertainty_score":0.9988622,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1176698212276784,"score_gpt":0.3879529429545716,"score_spread":0.2702831217268933,"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."}}