{"id":"W4297915426","doi":"10.1093/pch/14.8.499","title":"Public health impacts of the International Network of Paediatric Surveillance Units","year":2009,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Child and Adolescent Health","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Paediatric Society","funders":"","keywords":"Public health; Environmental health; Public health surveillance; Medicine; Business; Medical emergency; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0174176,0.0004522482,0.0003241576,0.001716533,0.0007865465,0.001983089,0.001536389,0.001408782,0.006088443],"category_scores_gemma":[0.03607525,0.0004303033,0.0007196805,0.001844467,0.0008553674,0.001685491,0.002921916,0.001217734,0.0003173977],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005758428,"about_ca_system_score_gemma":0.008652399,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07729904,"about_ca_topic_score_gemma":0.1125442,"domain_scores_codex":[0.9848104,0.009004746,0.0006717183,0.0007572453,0.002599959,0.002155912],"domain_scores_gemma":[0.9662507,0.01426592,0.005756075,0.001841754,0.005819817,0.006065782],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001104327,0.000509534,0.8907667,0.0002037717,0.00009540229,0.0002252798,0.0007730944,0.003342926,0.0004074844,0.004078096,0.02522087,0.07327258],"study_design_scores_gemma":[0.00009563921,0.0003752839,0.9799739,0.0002394833,0.00008678038,0.0003371512,0.001700738,0.002691979,0.0003371651,0.0006289204,0.01351326,0.00001974626],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8985795,0.004108623,0.001257266,0.03429491,0.0007883647,0.000310658,0.01679723,0.0001323336,0.0437311],"genre_scores_gemma":[0.9895135,0.001102151,0.001143886,0.00178866,0.0002529919,0.0001265199,0.003895753,0.00002483562,0.002151714],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07729904,"threshold_uncertainty_score":0.1536983,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05395389614643798,"score_gpt":0.346811764174669,"score_spread":0.292857868028231,"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."}}