{"id":"W7074105795","doi":"","title":"Estimated Numbers of Community Cases of Illness Due to Salmonella, Campylobacter and Verotoxigenic Escherichia Coli: Pathogen-specific Community Rates","year":2006,"lang":"en","type":"article","venue":"Europe PMC (PubMed Central)","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Campylobacter; Salmonella; Campylobacter jejuni; Epidemiology; Notifiable disease; Campylobacteriosis; Campylobacter coli; Public health","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"],"consensus_categories":[],"category_scores_codex":[0.0006158134,0.0002767859,0.0005888867,0.00009063997,0.000231906,0.00002799491,0.0002792735,0.0001034396,0.00003916055],"category_scores_gemma":[0.00100218,0.0002538158,0.0000797621,0.0005642601,0.0002987302,0.00007782477,0.000247614,0.0006071198,0.00001097588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007282462,"about_ca_system_score_gemma":0.0000708869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006088492,"about_ca_topic_score_gemma":0.0003441436,"domain_scores_codex":[0.9975515,0.0008337626,0.0005458317,0.000173906,0.0002702654,0.0006247456],"domain_scores_gemma":[0.9976001,0.0007917902,0.0002090562,0.0007507827,0.0002355731,0.0004126927],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002653693,0.003349831,0.8040783,0.0009462662,0.0002793753,0.000682448,0.01533008,0.0003889652,0.1461927,0.0003816653,0.008818942,0.01689775],"study_design_scores_gemma":[0.001361925,0.0002844894,0.9263761,0.0002290205,0.00009893627,0.0001140916,0.0007150169,0.00001892853,0.0680915,0.00003089099,0.002431861,0.000247244],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960849,0.0008265097,0.0001101499,0.0000975576,0.0001534522,0.0008194081,0.0003049929,0.00008651125,0.001516548],"genre_scores_gemma":[0.9981842,0.0001753335,0.001072432,0.0001331268,0.00005633204,0.00003201832,0.0002143408,0.00004892374,0.00008327408],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1222978,"threshold_uncertainty_score":0.9999914,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03216635793225184,"score_gpt":0.2543868703079533,"score_spread":0.2222205123757014,"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."}}