{"id":"W4309930288","doi":"10.3389/fpubh.2022.1003917","title":"Human and animal botulism surveillance in France from 2008 to 2019","year":2022,"lang":"en","type":"article","venue":"Frontiers in Public Health","topic":"Botulinum Toxin and Related Neurological Disorders","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Ministère de l'Agriculture et de l'Alimentation; Agence Nationale de Sécurité Sanitaire de l’Alimentation, de l’Environnement et du Travail","keywords":"Botulism; Outbreak; Clostridium botulinum; Flaccid paralysis; Veterinary medicine; Biology; Virology; Medicine; Paralysis; Microbiology; Toxin; Surgery","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001737241,0.0004102518,0.0002564266,0.001864022,0.0003885797,0.0009596303,0.0004907215,0.0006198614,0.001353105],"category_scores_gemma":[0.001819203,0.0001422389,0.0003230907,0.0009936724,0.0002153384,0.0004402639,0.0006294505,0.0003350616,0.0004519779],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004244349,"about_ca_system_score_gemma":0.002727875,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2486876,"about_ca_topic_score_gemma":0.1755009,"domain_scores_codex":[0.9990894,0.0002291509,0.00007557951,0.0001961438,0.0002280539,0.0001816606],"domain_scores_gemma":[0.9985543,0.0001184619,0.0003928109,0.00004072639,0.0007207831,0.0001729638],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003116841,0.0001216554,0.8998497,0.000270986,0.0001636634,0.0007727104,0.001124743,0.000963933,0.00358891,0.0004360924,0.01921327,0.0731826],"study_design_scores_gemma":[0.00001705671,0.0002312558,0.9743699,0.00009757943,0.00002988821,0.0004890641,0.0004002697,0.0008498134,0.0004405245,0.00004716869,0.02301291,0.00001449516],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9296826,0.009332157,0.002797264,0.004021368,0.0002025179,0.0004190183,0.03674235,0.0006384926,0.01616434],"genre_scores_gemma":[0.9650255,0.002256263,0.003165337,0.00168225,0.0001603789,0.0002307325,0.0214202,0.00002618331,0.006033135],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2486876,"threshold_uncertainty_score":0.4944801,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01978364437505724,"score_gpt":0.2777602643990469,"score_spread":0.2579766200239897,"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."}}