{"id":"W2554824428","doi":"10.1371/journal.pntd.0005121","title":"Seasonal and Spatial Environmental Influence on Opisthorchis viverrini Intermediate Hosts, Abundance, and Distribution: Insights on Transmission Dynamics and Sustainable Control","year":2016,"lang":"en","type":"article","venue":"PLoS neglected tropical diseases","topic":"Parasites and Host Interactions","field":"Immunology and Microbiology","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"Laurentian University","funders":"National Institute of Allergy and Infectious Diseases; National Institutes of Health; Thailand Research Fund; Medical Research and Materiel Command; Grand Challenges Canada; Australian Agency for International Development; Khon Kaen University; Office of the Higher Education Commission; U.S. Army; International Development Research Centre; Higher Education Research Promotion","keywords":"Opisthorchis viverrini; Abundance (ecology); Opisthorchis; Ecology; Spatial distribution; Biology; Transmission (telecommunications); Geography; Zoology; Liver fluke; Helminths","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000002428303,0.0001872804,0.0002118897,0.00004885102,0.0003075907,0.00003093639,0.00006200073,0.000111655,0.0001545471],"category_scores_gemma":[0.00009299773,0.0001276816,0.00003883782,0.000035952,0.000443111,0.0001283223,0.00004525312,0.0001673984,0.00002448155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009931736,"about_ca_system_score_gemma":0.00002424465,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002869829,"about_ca_topic_score_gemma":0.00001409193,"domain_scores_codex":[0.9990281,0.0001282756,0.0001530348,0.0003439601,0.00005315871,0.0002934027],"domain_scores_gemma":[0.9993453,0.0003508965,0.00005068816,0.0001067974,0.00002189046,0.0001244376],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.01460509,0.003218618,0.3552251,0.0001988347,0.0008566835,0.0002292742,0.0003607992,0.00001041074,0.481963,0.02395341,0.0009743028,0.1184045],"study_design_scores_gemma":[0.002441647,0.0008848768,0.9911928,0.0001514673,0.00009746062,0.0000176606,0.00003111901,0.0003173668,0.001363069,0.0002834539,0.003046268,0.0001728502],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951603,0.001165009,0.001797881,0.0004791779,0.0000574075,0.000233106,0.001023962,0.00004366712,0.00003944735],"genre_scores_gemma":[0.9983974,0.0007613034,0.000003377485,0.0001564992,0.00003410747,0.00003149378,0.000219314,0.00001007904,0.0003864136],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6359677,"threshold_uncertainty_score":0.5206705,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0029217090680076,"score_gpt":0.2031136403003181,"score_spread":0.2001919312323105,"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."}}