{"id":"W2078339958","doi":"10.1097/00001648-200611001-00330","title":"A Role For Ecohealth Approaches In Pandemic Prevention","year":2006,"lang":"en","type":"article","venue":"Epidemiology","topic":"COVID-19 Pandemic Impacts","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"International Development Research Centre","funders":"","keywords":"Pandemic; Malaria; Infectious disease (medical specialty); Cholera; Dengue fever; Environmental health; Sanitation; Smallpox; Medicine; Disease; Virology; Geography; Vaccination; Immunology; Coronavirus disease 2019 (COVID-19)","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":[0.01777058,0.001471019,0.0009938703,0.002585258,0.003176319,0.01111718,0.002977435,0.009989986,0.06002148],"category_scores_gemma":[0.01642805,0.0004274945,0.00157082,0.001284519,0.01382007,0.01435891,0.01106519,0.01071293,0.008074543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005191643,"about_ca_system_score_gemma":0.01606774,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004466149,"about_ca_topic_score_gemma":0.004936779,"domain_scores_codex":[0.9933907,0.003809808,0.000230014,0.0005946013,0.00117889,0.0007961229],"domain_scores_gemma":[0.9760813,0.01149907,0.001152292,0.001825706,0.004949079,0.004492493],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001382536,0.0005030833,0.00307814,0.0021786,0.0001209922,0.0004428806,0.001413666,0.001396009,0.0009973834,0.3383188,0.2118674,0.4395449],"study_design_scores_gemma":[0.0000381478,0.0001884307,0.001220091,0.001876456,0.00002445185,0.0002109491,0.002024632,0.0004607679,0.0002871245,0.1443629,0.8492576,0.00004854198],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.001640181,0.09762037,0.02128741,0.7187295,0.01438954,0.000263405,0.0002130607,0.00038564,0.1454709],"genre_scores_gemma":[0.1360688,0.2449124,0.07121271,0.4422277,0.02710442,0.001124159,0.0004509784,0.0004829505,0.07641596],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06002148,"threshold_uncertainty_score":0.2007919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2440605144515107,"score_gpt":0.3478116986115238,"score_spread":0.1037511841600131,"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."}}