{"id":"W6976890001","doi":"10.60692/xbx3m-vng63","title":"Human myiasis in Ecuador","year":2020,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Forensic Entomology and Diptera Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"","keywords":"Myiasis; Cochliomyia hominivorax; Epidemiology; Calliphoridae; Incidence (geometry); Amazon rainforest; Outbreak; Public health","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":[0.00008062021,0.00007630813,0.000122739,0.00001315381,0.0000989974,0.00003523897,0.00008878822,0.00005556888,0.00006697675],"category_scores_gemma":[0.00001015463,0.00002827069,0.00003663253,0.0001756137,0.00002153549,0.000205531,0.00004165251,0.00005026419,0.000545205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001502366,"about_ca_system_score_gemma":0.00000126025,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002002135,"about_ca_topic_score_gemma":0.000004517758,"domain_scores_codex":[0.999428,0.00002682559,0.0002464806,0.0000806672,0.00008850828,0.0001295064],"domain_scores_gemma":[0.9998206,0.000003926177,0.00007234322,0.00002537877,0.00003032131,0.00004737403],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003006396,0.000001775245,0.9599041,0.0000673758,0.00001530359,0.000009399594,0.03494932,0.00001443103,0.00004018602,0.0002674749,0.0006735445,0.004027006],"study_design_scores_gemma":[0.000274733,0.00009140398,0.9818047,0.00002875175,0.000004662748,0.000005048862,0.01648487,0.00008312396,0.0005183605,0.000002222198,0.000580514,0.0001216138],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932771,0.000002287504,0.000004852629,0.000598022,0.00006247692,0.0001053297,0.0000250868,0.00009481902,0.005830009],"genre_scores_gemma":[0.9990047,3.543717e-8,0.00001223207,0.0008599212,0.00006792874,0.0000148589,0.00001340715,2.052356e-7,0.00002666536],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02190058,"threshold_uncertainty_score":0.7007689,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04798048524201189,"score_gpt":0.2090403525355825,"score_spread":0.1610598672935706,"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."}}