{"id":"W2793470890","doi":"10.14745/ccdr.v42i01a01","title":"Surveillance of the emerging enterovirus D68 in Canada: An evaluation","year":2016,"lang":"en","type":"article","venue":"Canada Communicable Disease Report","topic":"Viral Infections and Immunology Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada","funders":"","keywords":"Jurisdiction; Public health; Environmental health; Medicine; Outbreak; Public health surveillance; Business; Family medicine; Political science; Nursing","routes":{"ca_aff":true,"ca_fund":false,"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":[0.01449279,0.001205358,0.0007361942,0.001834751,0.004468649,0.002550958,0.002377261,0.0007664217,0.001344436],"category_scores_gemma":[0.01945998,0.0004829061,0.0009140914,0.003902064,0.001543585,0.0009459254,0.002296064,0.000943688,0.0001757389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.133962,"about_ca_system_score_gemma":0.2908059,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9927624,"about_ca_topic_score_gemma":0.9938157,"domain_scores_codex":[0.9849502,0.00294985,0.0007065829,0.0005853383,0.008615484,0.002192524],"domain_scores_gemma":[0.9592516,0.002526892,0.001789814,0.0005768092,0.02986133,0.005993569],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00612806,0.00604545,0.6244442,0.007325407,0.0007433527,0.001235386,0.01399336,0.009289858,0.004382892,0.001747004,0.02061972,0.3040453],"study_design_scores_gemma":[0.001449161,0.01088454,0.9218982,0.001668271,0.0006791332,0.0002755031,0.0187352,0.01033954,0.002874649,0.00023144,0.03074028,0.0002241465],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9509888,0.003119247,0.001455303,0.003657078,0.0001105555,0.01156339,0.007683412,0.0001876429,0.02123466],"genre_scores_gemma":[0.9801238,0.003729952,0.006802339,0.001217062,0.00003066779,0.002058522,0.003822823,0.00002653236,0.002188346],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.133962,"threshold_uncertainty_score":0.9719672,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03259541523629066,"score_gpt":0.3068883490775033,"score_spread":0.2742929338412126,"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."}}