{"id":"W2611761054","doi":"10.5210/ojphi.v9i1.7684","title":"Facilitating Public Health Action through Surveillance Dashboards","year":2017,"lang":"en","type":"article","venue":"Online Journal of Public Health Informatics","topic":"Data-Driven Disease Surveillance","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services","funders":"","keywords":"Dashboard; Computer science; Stakeholder; Flexibility (engineering); Process (computing); Knowledge management; Public health surveillance; Public health; Process management; Data science; Medicine; Business; Public relations; Nursing","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":[0.03993953,0.003505673,0.0008912151,0.004537736,0.001784351,0.01069047,0.004616173,0.001334634,0.01710178],"category_scores_gemma":[0.06363732,0.001157439,0.001270007,0.003670081,0.001645823,0.01112213,0.0100023,0.003631638,0.004201342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002340402,"about_ca_system_score_gemma":0.007714985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006442792,"about_ca_topic_score_gemma":0.006693637,"domain_scores_codex":[0.9691608,0.01580751,0.002715996,0.003440395,0.00696289,0.001912475],"domain_scores_gemma":[0.9261386,0.0324527,0.008654449,0.01490815,0.01336924,0.004476899],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006767653,0.002627197,0.02831344,0.003048677,0.000360733,0.0005117641,0.01072282,0.03946624,0.0155493,0.02884287,0.1244489,0.7454314],"study_design_scores_gemma":[0.0005885003,0.001743823,0.0268906,0.00354183,0.0003537909,0.0002622927,0.01014952,0.1736801,0.02637046,0.04117654,0.7145611,0.0006814338],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06601848,0.0007995435,0.7255955,0.01023821,0.001112476,0.006951528,0.006154264,0.1133318,0.06979816],"genre_scores_gemma":[0.3086788,0.001525156,0.6542643,0.00146224,0.0004436366,0.005053458,0.01145361,0.003254397,0.0138644],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03993953,"threshold_uncertainty_score":0.211223,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2531390825386769,"score_gpt":0.452632418154966,"score_spread":0.1994933356162891,"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."}}