{"id":"W7028320960","doi":"","title":"Estimating the Burden of Acute Gastrointestinal Illness: A Pilot Study\\nof the Prevalence and Underreporting in Saint Lucia, Eastern Caribbean","year":2014,"lang":"en","type":"other","venue":"Bioline International (Bioline International)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Pan American Health Organization; Public Health Agency; Public Health Agency of Canada","keywords":"SAINT; Caribbean region; Latin Americans; Epidemiology; Population","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002560733,0.001015106,0.0009373044,0.001080317,0.0001594532,0.0002723774,0.003330742,0.0001537785,0.0008991827],"category_scores_gemma":[0.002056123,0.0006827004,0.0002573178,0.0004529389,0.0006735358,0.0001933505,0.001511758,0.001110741,0.0002077142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000616023,"about_ca_system_score_gemma":0.000258446,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02055112,"about_ca_topic_score_gemma":0.004175505,"domain_scores_codex":[0.9930116,0.0004991834,0.00253633,0.001366295,0.001935579,0.0006510366],"domain_scores_gemma":[0.9933082,0.000739995,0.003911483,0.001107284,0.0007852921,0.0001476992],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.004172582,0.008371307,0.8063681,0.001622102,0.0160548,0.001145044,0.009170971,0.02743894,0.00818623,0.01399406,0.08769134,0.01578459],"study_design_scores_gemma":[0.01082858,0.002948148,0.06079446,0.01571421,0.001737659,0.004138907,0.002565459,0.7682548,0.0002270062,0.002479209,0.1264967,0.003814791],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7682945,0.002518092,0.0205615,0.03141718,0.01652712,0.01409396,0.01145783,0.001781873,0.1333479],"genre_scores_gemma":[0.9326901,0.00005651218,0.00291801,0.0001780758,0.005923817,0.0003057035,0.0006426329,0.0006737249,0.05661143],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7455736,"threshold_uncertainty_score":0.9995624,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0256141018077755,"score_gpt":0.3040663960825541,"score_spread":0.2784522942747786,"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."}}