{"id":"W2151361122","doi":"10.3138/jvme.30.2.148","title":"Surveillance for Emergencies","year":2003,"lang":"en","type":"article","venue":"Journal of Veterinary Medical Education","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Epidemiological surveillance; Context (archaeology); Epidemiology; Computer science; Medicine; Pathology; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002997727,0.0005286106,0.0004207537,0.00625347,0.0008674237,0.001061972,0.001163395,0.0007628956,0.01896315],"category_scores_gemma":[0.01282354,0.000181764,0.0005193551,0.003295378,0.0003630583,0.001782216,0.001665465,0.0009923819,0.004049708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001079808,"about_ca_system_score_gemma":0.004136743,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01464862,"about_ca_topic_score_gemma":0.0132124,"domain_scores_codex":[0.9972087,0.0008911388,0.0004801753,0.0003485931,0.0007926455,0.0002787386],"domain_scores_gemma":[0.9917339,0.001483278,0.002304407,0.0005653785,0.002813481,0.001099517],"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":[0.0002159995,0.0002256435,0.1694452,0.003255887,0.0001609593,0.000435414,0.003554747,0.000415679,0.001282971,0.008469443,0.2436903,0.5688478],"study_design_scores_gemma":[0.00008386926,0.001037232,0.4467204,0.005122914,0.0001476052,0.002560512,0.00461368,0.0007255793,0.0009403898,0.003563498,0.5344021,0.00008218671],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1592355,0.09087377,0.03205439,0.04641725,0.009236112,0.006070931,0.08351899,0.00269346,0.5698997],"genre_scores_gemma":[0.6330169,0.1136793,0.0621617,0.0133769,0.006526801,0.00588905,0.07265805,0.000338173,0.09235314],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01896315,"threshold_uncertainty_score":0.06343806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2065844581905497,"score_gpt":0.491743800302373,"score_spread":0.2851593421118233,"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."}}