{"id":"W2938993142","doi":"10.1016/j.fawpar.2019.e00048","title":"A One Health systematic review of diagnostic tools for Echinococcus multilocularis surveillance: Towards equity in global detection","year":2019,"lang":"en","type":"article","venue":"Food and Waterborne Parasitology","topic":"Parasitic infections in humans and animals","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"European Commission; Ontario Ministry of Health and Long-Term Care; Cummings Foundation","keywords":"Echinococcus multilocularis; Metacestode; Alveolar echinococcosis; Echinococcosis; Environmental health; One Health; Zoonosis; Gold standard (test); Veterinary medicine; Echinococcus; Medicine; Geography; Public health; Helminths; Pathology; Cestoda; Immunology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0008312784,0.0001539882,0.00121385,0.00007339967,0.00004558756,0.00001190782,0.00006533139,0.0001169443,0.00001430073],"category_scores_gemma":[0.001238066,0.0001275416,0.0001186084,0.0001507556,0.00005383345,0.00005904671,0.00004153297,0.000110875,0.0000110086],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001011948,"about_ca_system_score_gemma":0.00009105415,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002465088,"about_ca_topic_score_gemma":0.0001671157,"domain_scores_codex":[0.9983983,0.0001915348,0.0006808991,0.0002891505,0.0001225062,0.0003175999],"domain_scores_gemma":[0.9989126,0.0004309241,0.0002162371,0.0002544167,0.0001076133,0.00007825436],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"observational","study_design_scores_codex":[0.0003037261,0.0006533756,0.1451005,0.8292167,0.0003810628,0.000009969432,0.0001832144,0.000007184173,0.00109462,0.002529639,0.0000338481,0.02048613],"study_design_scores_gemma":[0.004881643,0.008008939,0.8791356,0.1013666,0.0004008566,0.0003768397,0.00008309698,0.0003464601,0.003529764,0.001316021,0.0001346613,0.0004195389],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.973879,0.01886377,0.00240439,0.0005275173,0.0002298966,0.003632968,0.00008394159,0.00003352242,0.0003450355],"genre_scores_gemma":[0.995724,0.003246419,0.0003522229,0.0003604326,0.0000416048,0.0002230095,0.00003301342,0.000009715536,0.000009632708],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7340351,"threshold_uncertainty_score":0.5200996,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03829360164733282,"score_gpt":0.3842651329673494,"score_spread":0.3459715313200166,"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."}}