{"id":"W2151427497","doi":"10.1590/s1135-57272009000500009","title":"Las gastroenteritis víricas: un problema de salud pública","year":2009,"lang":"es","type":"article","venue":"Revista Española de Salud Pública","topic":"Viral gastroenteritis research and epidemiology","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sapovirus; Norovirus; Outbreak; Rotavirus; Astrovirus; Transmission (telecommunications); Acute gastroenteritis; Virology; Medicine; Biology; Virus","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003257293,0.001201389,0.002530843,0.0008175855,0.0004646953,0.0007168591,0.001335923,0.000727319,0.001623524],"category_scores_gemma":[0.003832825,0.001185093,0.001018381,0.00129329,0.0006611187,0.0003880747,0.0004334448,0.002197549,0.001012722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001153984,"about_ca_system_score_gemma":0.0008315806,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001910262,"about_ca_topic_score_gemma":0.0000201738,"domain_scores_codex":[0.9878139,0.002456544,0.002123175,0.001744279,0.001097192,0.004764912],"domain_scores_gemma":[0.9937997,0.0002445481,0.0006654972,0.00190693,0.0005086932,0.002874574],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.006035292,0.00416322,0.3217729,0.004095662,0.001451239,0.006190198,0.0006655064,0.00003579573,0.07998504,0.02218641,0.3925039,0.1609148],"study_design_scores_gemma":[0.00560748,0.00922608,0.3078279,0.004299931,0.0004937114,0.004320879,0.0001701759,0.0011254,0.0004126636,0.000976772,0.6645932,0.0009458141],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7214146,0.03519315,0.01134376,0.2104537,0.0006276894,0.005408054,0.001161694,0.00137639,0.01302101],"genre_scores_gemma":[0.953851,0.01694852,0.01108741,0.01280397,0.002521831,0.0001860153,0.0003689018,0.0002085681,0.002023778],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2720893,"threshold_uncertainty_score":0.9997651,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01561430504669725,"score_gpt":0.3202094161862943,"score_spread":0.304595111139597,"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."}}