{"id":"W4399418635","doi":"10.1007/978-3-031-53901-5_11","title":"Podoconiosis: Endemic Non-filarial Elephantiasis","year":2024,"lang":"en","type":"book-chapter","venue":"Neglected tropical diseases","topic":"Parasitic Diseases Research and Treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute of Infection and Immunity","funders":"","keywords":"Elephantiasis; Filariasis; Dermatology; Medicine; Zoology; Biology; Helminths","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":[0.000005057384,0.0007200936,0.001011184,0.0004191932,0.0001111293,0.0001210528,0.0002242655,0.0004807947,0.005948618],"category_scores_gemma":[0.0001896956,0.0005826488,0.001051107,0.0001282307,0.0002816656,0.00008777592,0.0001478776,0.0007736439,0.004119111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003999602,"about_ca_system_score_gemma":0.001064325,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002066222,"about_ca_topic_score_gemma":0.000007502763,"domain_scores_codex":[0.9966094,0.00002770654,0.0005167857,0.001011637,0.001070454,0.0007639929],"domain_scores_gemma":[0.9972609,0.0001726607,0.00008748729,0.0007289817,0.0002012379,0.001548776],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.02387567,0.008690524,0.015077,0.007822169,0.04347915,0.08569235,0.0001336243,0.000005883658,0.006442282,0.3238875,0.3735021,0.1113918],"study_design_scores_gemma":[0.01641035,0.005732688,0.4205767,0.009652922,0.03400959,0.0005533446,0.0000229033,0.0003514859,0.0004730262,0.067546,0.4416683,0.003002744],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006729615,0.04307348,0.00011152,0.001818125,0.001094937,0.00328751,0.004626809,0.001283819,0.9379742],"genre_scores_gemma":[0.4704544,0.003377794,0.0001232901,0.0008110876,0.002717216,0.0003230495,0.002587189,0.0003194969,0.5192865],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4637248,"threshold_uncertainty_score":0.9996625,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01518057332040257,"score_gpt":0.2941722598868433,"score_spread":0.2789916865664407,"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."}}