{"id":"W2156426505","doi":"10.1017/s0950268802007379","title":"Investigation of an outbreak of cercarial dermatitis","year":2002,"lang":"en","type":"article","venue":"Epidemiology and Infection","topic":"Vector-borne infectious diseases","field":"Immunology and Microbiology","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Institut National de Santé Publique du Québec; Centre hospitalier universitaire de Québec","funders":"Health Canada; Ministry of Environment","keywords":"Outbreak; Dermatology; Medicine; Biology; Virology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004964645,0.0001070127,0.0003600795,0.0001294038,0.00008947413,0.000001201391,0.00004103749,0.0003080056,0.0006574401],"category_scores_gemma":[0.0009575195,0.0001001863,0.00006672571,0.000109191,0.0004705618,0.0001783165,0.00002437603,0.0001454169,0.00004431577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001605569,"about_ca_system_score_gemma":0.00001161146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001209801,"about_ca_topic_score_gemma":0.0001322417,"domain_scores_codex":[0.9982604,0.0009193139,0.0004603931,0.0001856912,0.00001264349,0.0001615828],"domain_scores_gemma":[0.9989362,0.0004943262,0.0003101038,0.0001591344,0.00007220839,0.00002796525],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003001986,0.00008164638,0.9419771,0.00005124427,0.000133154,3.8722e-7,0.0003238577,0.00004726263,0.04155902,0.004174788,0.002663729,0.008957732],"study_design_scores_gemma":[0.0007104895,0.0005921235,0.963573,0.00002185387,0.00008660571,0.0001080198,0.00001428821,0.0001451326,0.02887681,0.004098117,0.001666492,0.0001070002],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963173,0.001381046,0.0003310953,0.000178622,0.0006278396,0.0001188579,0.00001927236,0.00005515236,0.0009708224],"genre_scores_gemma":[0.9990913,0.000385953,0.00007503999,0.000254356,0.00005086803,0.00001223838,0.00006350076,0.000006758326,0.00005995213],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0215959,"threshold_uncertainty_score":0.7198508,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03658214763412175,"score_gpt":0.2675588960267577,"score_spread":0.2309767483926359,"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."}}