{"id":"W4239713417","doi":"10.21203/rs.3.rs-267943/v1","title":"Outbreak of Foodborne Botulism in Alexandria, Egypt: Modulating Indications for Administration of Heptavalent Botulinum Antitoxin","year":2021,"lang":"en","type":"preprint","venue":"Research Square","topic":"Botulinum Toxin and Related Neurological Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Botulism; Medicine; Checklist; Antitoxin; Outbreak; Clinical trial; Medical history; Pediatrics; Surgery; Emergency medicine; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002092974,0.0002778722,0.0001635505,0.0005470077,0.001057876,0.0006491368,0.0003047225,0.0006903763,0.001524301],"category_scores_gemma":[0.0005915499,0.0002771494,0.0001689533,0.0005550851,0.0004972362,0.0003141689,0.0005710397,0.0004370673,0.0001682461],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001386865,"about_ca_system_score_gemma":0.001199109,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01998054,"about_ca_topic_score_gemma":0.0228245,"domain_scores_codex":[0.9997818,0.00003662737,0.00002703936,0.0000381839,0.00003772998,0.00007861893],"domain_scores_gemma":[0.9996656,0.00004857756,0.0001493203,0.00002059745,0.00005463378,0.0000613255],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001370298,0.0001560557,0.9807556,0.00006115203,0.00002085633,0.01282501,0.001217962,0.0001184512,0.001708767,0.00006255745,0.0003812304,0.00255527],"study_design_scores_gemma":[0.00001552125,0.0002274675,0.983813,0.00003318692,0.00002135394,0.008442215,0.006020452,0.000253522,0.0003436856,0.00003599322,0.0007809027,0.00001272446],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994227,0.00004644848,0.00002129359,0.00008774083,0.000002313928,0.00001271566,0.00004766721,0.000001700667,0.0003575817],"genre_scores_gemma":[0.9994555,0.0001237488,0.00005018876,0.00007761187,0.00001070139,0.000005595313,0.00008123887,5.908658e-7,0.000194828],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01998054,"threshold_uncertainty_score":0.03972852,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09736436146587489,"score_gpt":0.4261217696555233,"score_spread":0.3287574081896484,"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."}}