{"id":"W1966101023","doi":"10.1371/journal.pntd.0001783","title":"Re-Visiting Trichuris trichiura Intensity Thresholds Based on Anemia during Pregnancy","year":2012,"lang":"en","type":"article","venue":"PLoS neglected tropical diseases","topic":"Parasites and Host Interactions","field":"Immunology and Microbiology","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; International Development Research Centre; McGill University","funders":"Canadian Institutes of Health Research; McGill University Health Centre; McGill University","keywords":"Trichuris trichiura; Medicine; Anemia; Pregnancy; Trichuriasis; Trichuris; Obstetrics; Ascaris lumbricoides; Internal medicine; Immunology; Helminths; Biology; Ascariasis","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000002816142,0.0002653398,0.0003581882,0.0002013803,0.0004162867,0.00003219462,0.0001814407,0.0001986883,0.001740013],"category_scores_gemma":[0.0006050318,0.0002264315,0.0002070925,0.0003341487,0.00009509013,0.0001909435,0.00006024715,0.0004862813,0.0006218375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009903035,"about_ca_system_score_gemma":0.00003831702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001926279,"about_ca_topic_score_gemma":0.000004271502,"domain_scores_codex":[0.9984072,0.0001759477,0.0003163752,0.0003454088,0.00008281209,0.0006722037],"domain_scores_gemma":[0.9988547,0.0004148602,0.0001164282,0.0003666652,0.0001064754,0.0001408905],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001728717,0.003451483,0.5557848,0.0001132581,0.000283421,0.00005456125,0.0001667528,0.00001886777,0.4343512,0.0002851704,0.002321511,0.001440201],"study_design_scores_gemma":[0.001371353,0.0002032097,0.9671997,0.0002636357,0.0002381379,0.00001848999,0.00005553084,0.00006428079,0.02988285,0.00002435595,0.000410906,0.0002674937],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938905,0.002600272,0.00008820894,0.000332451,0.0004311395,0.0002750958,0.0001304384,0.000332494,0.001919438],"genre_scores_gemma":[0.9986147,0.00003760921,0.00005641203,0.0003090866,0.0001795995,0.00006280216,0.0001948401,0.00002867728,0.0005163116],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4114149,"threshold_uncertainty_score":0.9991725,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01852673629914735,"score_gpt":0.2633778156471224,"score_spread":0.244851079347975,"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."}}