{"id":"W2243831784","doi":"10.6000/1927-5129.2015.11.72","title":"Analysis of Climatic Structure with Karachi Dengue Outbreak","year":2015,"lang":"en","type":"article","venue":"Journal of Basic & Applied Sciences","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dengue fever; Negative binomial distribution; Poisson regression; Wind speed; Environmental science; Principal component analysis; Outbreak; Climatology; Population; Poisson distribution; Humidity; Relative humidity; Public health; Precipitation; Atmospheric sciences; Geography; Statistics; Meteorology; Mathematics; Environmental health; Medicine; Virology; Geology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006848772,0.0001115039,0.0005934651,0.0003841911,0.00005685517,0.00003375039,0.0002344176,0.00003664176,0.00010969],"category_scores_gemma":[0.0000659434,0.00006150199,0.0001597753,0.001100212,0.0002325556,0.00009927653,0.00002018297,0.0001413567,0.000001632416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003199432,"about_ca_system_score_gemma":0.0004501646,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001271165,"about_ca_topic_score_gemma":0.00003032287,"domain_scores_codex":[0.9982603,0.00002628013,0.0004482855,0.0001492569,0.0009337252,0.0001821519],"domain_scores_gemma":[0.9986572,0.00006631407,0.0005817619,0.0001755373,0.0002543902,0.0002647628],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003749852,0.001185122,0.8557547,0.0003101282,0.006531677,0.0002745326,0.005364108,0.02386508,0.02996251,0.008502411,0.002138844,0.06236109],"study_design_scores_gemma":[0.01204909,0.004680063,0.9034698,0.0003912463,0.02702051,0.000467112,0.02267885,0.02005666,0.004126209,0.003303411,0.001108009,0.0006490273],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957769,0.0005502823,0.000557926,0.0004306327,0.00006634719,0.0001154537,0.000008692716,0.000004773838,0.002489015],"genre_scores_gemma":[0.9980168,0.000007973732,0.001497648,0.0003151037,0.0001282399,0.000001404077,0.000001820642,0.00000490689,0.00002615434],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06171206,"threshold_uncertainty_score":0.2507978,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01924637029976826,"score_gpt":0.2815010272335047,"score_spread":0.2622546569337365,"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."}}