{"id":"W1998840937","doi":"10.5210/ojphi.v3i1.3506","title":"Use of a Web Forum and an Online Questionnaire in the Detection and Investigation of an Outbreak","year":2011,"lang":"en","type":"article","venue":"Online Journal of Public Health Informatics","topic":"Data-Driven Disease Surveillance","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Vancouver Coastal Health; BC Centre for Disease Control; Public Health Agency of Canada","funders":"","keywords":"Outbreak; The Internet; Public health; Web application; Population; Web 2.0; World Wide Web; Internet privacy; Medicine; Computer science; Data science; Environmental health; Pathology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04486994,0.0008218615,0.0005916009,0.004495436,0.001075529,0.001594731,0.0006108729,0.001699621,0.002914658],"category_scores_gemma":[0.09077977,0.0004493814,0.0005730262,0.00138103,0.0008136752,0.002688959,0.002592954,0.0009679381,0.0007600518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005855128,"about_ca_system_score_gemma":0.001137957,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004898991,"about_ca_topic_score_gemma":0.0007656811,"domain_scores_codex":[0.9628532,0.03079656,0.002166853,0.001299089,0.002079509,0.000804871],"domain_scores_gemma":[0.7970487,0.1766319,0.008786757,0.005688196,0.007346622,0.004497848],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.004572258,0.01178981,0.2215735,0.002200906,0.0002232277,0.004107542,0.05481872,0.001400993,0.01715532,0.001845884,0.005919939,0.6743919],"study_design_scores_gemma":[0.001951533,0.04466955,0.681657,0.004210161,0.0007920229,0.01224574,0.07566751,0.03908951,0.04542156,0.009151956,0.08381437,0.001329137],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9481941,0.0004781294,0.03319295,0.00237951,0.0003921274,0.004411158,0.0005837377,0.0009258021,0.009442519],"genre_scores_gemma":[0.8985015,0.0003565411,0.09337475,0.0009305658,0.0001948182,0.004412306,0.0002565526,0.00007331731,0.001899762],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04486994,"threshold_uncertainty_score":0.2372978,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1341050033251453,"score_gpt":0.3449675164132252,"score_spread":0.2108625130880799,"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."}}