{"id":"W1543156370","doi":"10.1007/bf03403685","title":"Estimating the Under-reporting Rate for Infectious Gastrointestinal Illness in Ontario","year":2005,"lang":"en","type":"article","venue":"Canadian Journal of Public Health","topic":"Viral gastroenteritis research and epidemiology","field":"Medicine","cited_by":121,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ministry of Health and Long Term Care; Ministry of Agriculture, Food and Rural Affairs; Public Health Agency of Canada; University of Guelph","funders":"Health Canada; Public Health Agency; Public Health Agency of Canada","keywords":"Medicine; Intensive care medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"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":[0.003633336,0.0003428507,0.000676483,0.001967208,0.001334641,0.00143475,0.001680345,0.0006748488,0.001609588],"category_scores_gemma":[0.02209616,0.0006885441,0.001345305,0.003686965,0.0006574089,0.0008414432,0.001066634,0.0008065092,0.0002070771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03557378,"about_ca_system_score_gemma":0.03008068,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9931111,"about_ca_topic_score_gemma":0.9910315,"domain_scores_codex":[0.9970394,0.0006824191,0.0003315287,0.0003376274,0.0008715863,0.0007375343],"domain_scores_gemma":[0.9863719,0.002709163,0.004556724,0.0006111668,0.004616881,0.001134134],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008881005,0.00001649789,0.9930003,0.00005103022,0.0001283303,0.00006715285,0.0004973512,0.001800382,0.00006240112,0.0002314469,0.001140554,0.002915955],"study_design_scores_gemma":[0.00002251829,0.00003594399,0.9898783,0.00003238109,0.00009373068,0.00005404154,0.001075506,0.007089009,0.00006558819,0.0001024894,0.001535824,0.00001470105],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9857112,0.0007856592,0.001228196,0.00119429,0.00002543264,0.0001330076,0.007348521,0.00003415172,0.00353962],"genre_scores_gemma":[0.9950985,0.0005176851,0.0009581972,0.0001021366,0.00001665192,0.0000493951,0.002061793,0.000008703003,0.001186909],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03557378,"threshold_uncertainty_score":0.2581071,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.122650318039349,"score_gpt":0.3739221405216858,"score_spread":0.2512718224823368,"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."}}