{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006870421,0.0001411778,0.0004536675,0.0002951052,0.0001549745,0.00001542709,0.0001551261,0.0001046153,0.0001741018],"category_scores_gemma":[0.00008957752,0.0001359981,0.00003511859,0.0007312144,0.00007084896,0.00007488862,0.0001293016,0.0008653942,0.000006191238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001674971,"about_ca_system_score_gemma":0.0002016953,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009320027,"about_ca_topic_score_gemma":0.00007395281,"domain_scores_codex":[0.9979683,0.0003243369,0.0003923802,0.0004789747,0.0002673019,0.0005686778],"domain_scores_gemma":[0.9992816,0.0000330299,0.00007259538,0.0002343751,0.00001459772,0.0003638416],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009585795,0.0003446946,0.7649456,0.00002453589,0.00001742546,0.00009266414,0.0007491329,0.00005314887,0.00007285753,0.0001494743,0.2233466,0.0101081],"study_design_scores_gemma":[0.001733874,0.0006503568,0.8340805,0.00001130871,0.000001022992,0.000007611465,0.0003063655,0.0005021819,5.231656e-7,0.000312917,0.1622742,0.0001192311],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8816278,0.004396721,0.0001470099,0.1119138,0.0005911574,0.000572929,0.00006126789,0.00005642053,0.0006328599],"genre_scores_gemma":[0.9717092,0.0006396443,0.000987371,0.02588414,0.00004727489,0.0000497244,0.00005802709,0.00002118124,0.0006034659],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09008137,"threshold_uncertainty_score":0.554584,"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."}}