{"id":"W7155655538","doi":"","title":"Surveillance of Infectious Intestinal Disease (IID) in Ireland: Q4 2019 provisional data","year":2024,"lang":"en","type":"other","venue":"Lenus, The Irish Health Repository (Dr Steevens Hospital Library)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Infectious disease (medical specialty); Public health; Quarter (Canadian coin); Disease; Data collection; Disease surveillance","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001014053,0.001174533,0.001606333,0.0009040291,0.0001935088,0.0002948689,0.003027146,0.0005260358,0.0001902602],"category_scores_gemma":[0.0003797165,0.0009458092,0.0003026053,0.001642885,0.0006600621,0.0008869078,0.002309548,0.002172862,0.001508233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000330019,"about_ca_system_score_gemma":0.003682584,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00419712,"about_ca_topic_score_gemma":0.0002907127,"domain_scores_codex":[0.9917548,0.001292387,0.002015372,0.00224071,0.001415656,0.001281073],"domain_scores_gemma":[0.9921113,0.0004578771,0.002144898,0.004473078,0.00008589479,0.0007269156],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002276742,0.0006358119,0.07807424,0.002298932,0.0001860501,0.0005962037,0.0002042171,0.00001639704,0.00000409792,0.0001167798,0.9170793,0.0005603518],"study_design_scores_gemma":[0.001154676,0.0008643335,0.09683377,0.006751959,0.000108927,0.0001460075,0.00006189018,0.0003629945,0.000007479492,0.0002927707,0.892098,0.001317191],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02255677,0.2756974,0.00005330057,0.01806259,0.02437536,0.01550697,0.05193051,0.007104114,0.584713],"genre_scores_gemma":[0.08136824,0.001548939,0.0005938626,0.0007452072,0.004439574,0.0003054929,0.005597603,0.005730232,0.8996708],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3149579,"threshold_uncertainty_score":0.9992992,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01535191330235715,"score_gpt":0.2778921325327429,"score_spread":0.2625402192303858,"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."}}