{"id":"W4399419386","doi":"10.1007/978-3-031-53901-5_12","title":"Scabies","year":2024,"lang":"en","type":"book-chapter","venue":"Neglected tropical diseases","topic":"Dermatological diseases and infestations","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute of Infection and Immunity","funders":"","keywords":"Scabies; Medicine; Dermatology","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_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00000115377,0.0003912491,0.000595281,0.0001843318,0.00008078121,0.00007902303,0.0001025953,0.0003121984,0.007810535],"category_scores_gemma":[0.0001489092,0.0002941687,0.0006135577,0.00007588835,0.0002640372,0.00004974666,0.00007948227,0.000447491,0.004569104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008165477,"about_ca_system_score_gemma":0.000213258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001981222,"about_ca_topic_score_gemma":0.000001708024,"domain_scores_codex":[0.9983996,0.00000939547,0.000380262,0.0005070719,0.0004117544,0.0002919496],"domain_scores_gemma":[0.9986979,0.0001031515,0.00006180575,0.0003833696,0.0001550957,0.0005986808],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002535454,0.0002849732,0.0006925035,0.0009928778,0.0005690645,0.002051567,0.000008888716,8.458125e-7,0.00006956716,0.8684182,0.1196351,0.007022982],"study_design_scores_gemma":[0.0005880816,0.000338194,0.1655894,0.001041875,0.002735144,0.0001011161,0.000004915702,0.00008386289,0.000003893019,0.1486551,0.6804111,0.0004473963],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0009065663,0.01488793,0.00004223446,0.002493721,0.0003609327,0.0005742998,0.001022869,0.0009226428,0.9787888],"genre_scores_gemma":[0.06501191,0.001616918,0.0001157244,0.002219982,0.0006706309,0.00006419806,0.001339348,0.0001343865,0.9288269],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.719763,"threshold_uncertainty_score":0.9999511,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01602637464847489,"score_gpt":0.2654511722617178,"score_spread":0.2494247976132429,"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."}}