{"id":"W7095296207","doi":"","title":"Outbreak identification","year":2009,"lang":"en","type":"article","venue":"","topic":"Legal case studies and regulations","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Outbreak; Parotitis; Mumps virus; Population; Vaccination; Incidence (geometry); Mumps vaccine; Transmission (telecommunications)","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":[0.001509567,0.0009680336,0.0005942581,0.003586023,0.00186538,0.002628371,0.001773628,0.00149535,0.1137283],"category_scores_gemma":[0.005296225,0.0002795908,0.0006192544,0.002104523,0.0002696254,0.001698353,0.003585571,0.00177665,0.02234361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001884306,"about_ca_system_score_gemma":0.004932866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008973149,"about_ca_topic_score_gemma":0.008423521,"domain_scores_codex":[0.9983901,0.0001924612,0.000274014,0.0003448095,0.0004244203,0.0003742554],"domain_scores_gemma":[0.9973145,0.0003233601,0.0003474157,0.00023351,0.001089866,0.0006914024],"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":[0.0006393085,0.0005117279,0.06960575,0.002494564,0.00007427132,0.00622083,0.002349787,0.0004653094,0.001689335,0.008803661,0.6439933,0.2631522],"study_design_scores_gemma":[0.00009129438,0.0001808222,0.04466632,0.002141438,0.00006531712,0.00348358,0.003626158,0.001216974,0.000877312,0.003707183,0.9398816,0.00006196179],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1270214,0.009489873,0.01483515,0.02156325,0.009690584,0.01319795,0.1087808,0.003149465,0.6922716],"genre_scores_gemma":[0.3643838,0.01768276,0.03839314,0.02372558,0.004060758,0.01169051,0.2088344,0.001860042,0.329369],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1137283,"threshold_uncertainty_score":0.380459,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01914238396505529,"score_gpt":0.3305726707526814,"score_spread":0.3114302867876261,"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."}}