{"id":"W7028694018","doi":"","title":"Gastroenteric, Zoonotic and Vectorborne Diseases in Ireland: Quarterly report: Quarter 1, 2024","year":2024,"lang":"en","type":"report","venue":"Lenus, The Irish Health Repository (Dr Steevens Hospital Library)","topic":"Speech Recognition and Synthesis","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Hand washing; Shower; Sanitation; Clean water; Contaminated food; Food preparation; Washing hands; Laundry","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"],"consensus_categories":[],"category_scores_codex":[0.0006828001,0.0008501569,0.001256127,0.0005718551,0.0003339661,0.001378089,0.001304298,0.0003979344,0.00006837046],"category_scores_gemma":[0.00009352514,0.000668893,0.0004860451,0.0007390016,0.0002115415,0.001281717,0.0004497446,0.001371133,0.00008704635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003778614,"about_ca_system_score_gemma":0.002083605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006899234,"about_ca_topic_score_gemma":0.00003758029,"domain_scores_codex":[0.9931597,0.0006093211,0.001952306,0.001855558,0.001324853,0.001098265],"domain_scores_gemma":[0.9958263,0.0004146545,0.001088537,0.001920129,0.0001196899,0.0006307135],"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":[0.00003670466,0.0004285272,0.01274538,0.001881003,0.0002646443,0.01187094,0.001661155,0.000001705025,0.000002796545,0.00009745614,0.9299973,0.04101237],"study_design_scores_gemma":[0.001408259,0.004661309,0.3248557,0.008628927,0.0004442256,0.00935342,0.001233711,0.00177629,0.00007853404,0.002885298,0.6414645,0.003209792],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1915572,0.2292772,0.007895906,0.2531978,0.1315031,0.01466148,0.00191982,0.007373888,0.1626135],"genre_scores_gemma":[0.8045595,0.008946771,0.009585162,0.006402506,0.008383677,0.001618492,0.0006779594,0.0009838254,0.1588422],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6130022,"threshold_uncertainty_score":0.9996586,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01341536060511671,"score_gpt":0.254827351893144,"score_spread":0.2414119912880273,"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."}}