{"id":"W7135313409","doi":"","title":"Vectorborne Diseases in Ireland Quarterly report: Quarter 1, 2025","year":2025,"lang":"en","type":"report","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":"Quarter (Canadian coin); Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Pandemic; Population","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","scholarly_communication","research_integrity"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.001929584,0.002434171,0.003839489,0.001534461,0.001240559,0.001099498,0.002796711,0.001661532,0.0001270967],"category_scores_gemma":[0.0004986184,0.002065555,0.001495923,0.002631239,0.0007090014,0.002086496,0.0006529316,0.004404603,0.0005273857],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00266577,"about_ca_system_score_gemma":0.01864134,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00713074,"about_ca_topic_score_gemma":0.0002973407,"domain_scores_codex":[0.9809129,0.002468332,0.006068081,0.00371327,0.00378678,0.003050698],"domain_scores_gemma":[0.9857224,0.001099526,0.005437691,0.005947405,0.0005264386,0.001266511],"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":[0.000265649,0.001146308,0.0908682,0.002340261,0.000510212,0.008239013,0.0009560553,0.00001344182,0.000004328862,0.0000351827,0.8936418,0.001979528],"study_design_scores_gemma":[0.001303469,0.001734924,0.323456,0.004537011,0.0004035906,0.0009239955,0.0005167154,0.00003091323,0.00002066479,0.0002433846,0.6649163,0.001913039],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1403778,0.2105331,0.00004350769,0.0459397,0.07326261,0.02157493,0.01251607,0.006804439,0.4889478],"genre_scores_gemma":[0.3951864,0.004634348,0.000341061,0.002451315,0.01447225,0.003080164,0.009956782,0.002569715,0.5673079],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2548086,"threshold_uncertainty_score":0.9999375,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01442263919615847,"score_gpt":0.2845566306981819,"score_spread":0.2701339915020234,"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."}}