{"id":"W2095877549","doi":"10.5210/ojphi.v7i1.5774","title":"Development of an Infectious Disease Surveillance Framework at Public Health Ontario","year":2015,"lang":"en","type":"article","venue":"Online Journal of Public Health Informatics","topic":"Public Health Policies and Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario","funders":"Ontario Ministry of Health and Long-Term Care","keywords":"Disease surveillance; Infectious disease (medical specialty); Public health; Public health surveillance; Government (linguistics); Presentation (obstetrics); Medicine; Key (lock); Process management; Public relations; Disease; Computer science; Business; Computer security; Political science; Pathology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.06627901,0.001277338,0.0008557551,0.008338479,0.01375881,0.01308085,0.007015382,0.00428533,0.004892119],"category_scores_gemma":[0.03223269,0.001593211,0.001651473,0.007511409,0.008862547,0.007599771,0.01138974,0.005010137,0.001142917],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.2122313,"about_ca_system_score_gemma":0.5133285,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.9260631,"about_ca_topic_score_gemma":0.9336234,"domain_scores_codex":[0.9538718,0.01734079,0.003645312,0.003920736,0.01379687,0.007424489],"domain_scores_gemma":[0.941279,0.008472843,0.003303992,0.001937819,0.03036878,0.01463758],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009017316,0.0002867039,0.03199687,0.001463245,0.00009437511,0.00122252,0.03487968,0.01434914,0.001252726,0.6653153,0.1281053,0.120944],"study_design_scores_gemma":[0.00009419002,0.0001925292,0.03273664,0.003616319,0.00008318815,0.0003539816,0.02980847,0.01399782,0.0008223039,0.06532937,0.8527339,0.0002313275],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.03508715,0.007093105,0.2912185,0.3409578,0.001493494,0.01403689,0.008976799,0.001678536,0.2994577],"genre_scores_gemma":[0.2973875,0.005661866,0.6190289,0.01363702,0.0005998823,0.00679375,0.007277742,0.0002292847,0.04938396],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9260631,"threshold_uncertainty_score":0.9137,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2331361677217331,"score_gpt":0.4814231575461607,"score_spread":0.2482869898244277,"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."}}