{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001174422,0.001365553,0.00077371,0.002121934,0.0004740804,0.001335616,0.001126529,0.001094535,0.04678367],"category_scores_gemma":[0.00291751,0.000719797,0.00129539,0.003373895,0.0002597898,0.001368717,0.002162184,0.001244535,0.03740931],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003131382,"about_ca_system_score_gemma":0.009990416,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1993952,"about_ca_topic_score_gemma":0.1903268,"domain_scores_codex":[0.9987034,0.0000922293,0.0001950512,0.0001080126,0.0004251065,0.000476242],"domain_scores_gemma":[0.9975718,0.00006054294,0.0003631171,0.00004769505,0.001350586,0.0006064046],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0002039824,0.0000619281,0.01384679,0.001040924,0.00002328746,0.00004635406,0.00003119722,0.0001675118,0.0001739905,0.00006481319,0.9642672,0.02007198],"study_design_scores_gemma":[0.0002907753,0.0003427912,0.5004639,0.001840731,0.00006573593,0.0002595618,0.0007629833,0.0005676809,0.000365747,0.0001245049,0.4948584,0.00005722807],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.0176193,0.007013223,0.0005552316,0.006433553,0.007277244,0.0007643786,0.8908145,0.00122676,0.06829574],"genre_scores_gemma":[0.04847464,0.01147428,0.001812084,0.004227861,0.001317366,0.001966149,0.7518178,0.0004920709,0.1784178],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1993952,"threshold_uncertainty_score":0.3964692,"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."}}