{"id":"W2308649619","doi":"10.1098/rsif.2015.0666","title":"The risk of incomplete personal protection coverage in vector-borne disease","year":2016,"lang":"en","type":"article","venue":"Journal of The Royal Society Interface","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Bill and Melinda Gates Foundation","keywords":"Counterintuitive; Disease; Vector (molecular biology); Population; Risk analysis (engineering); Environmental health; Medicine; Toxicology; Econometrics; Biology; Mathematics; Pathology","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":[0.00263023,0.0002602606,0.000596241,0.0002343636,0.0002352536,0.0009234427,0.0005885412,0.0006921567,0.002530555],"category_scores_gemma":[0.009178218,0.0002347281,0.0005662137,0.0002375383,0.0006862335,0.001276524,0.001048256,0.0006481335,0.0001940967],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006521661,"about_ca_system_score_gemma":0.0005930513,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002699398,"about_ca_topic_score_gemma":0.002736418,"domain_scores_codex":[0.9986411,0.0007299245,0.00005449654,0.0001850976,0.0001610356,0.0002283053],"domain_scores_gemma":[0.9949375,0.003000418,0.001172533,0.0005333752,0.0002154412,0.0001407365],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.001134691,0.0004583758,0.2603342,0.001121566,0.0007203023,0.001369264,0.001768527,0.4891348,0.0294266,0.05115021,0.001982331,0.1613991],"study_design_scores_gemma":[0.00008881248,0.002989256,0.312967,0.0004465561,0.0005781936,0.002296314,0.001429867,0.5978566,0.01190569,0.05824349,0.01103342,0.0001648023],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.950868,0.001312763,0.03995812,0.0008374467,0.0000267775,0.00004912165,0.0002929868,0.00007275609,0.006582178],"genre_scores_gemma":[0.9979709,0.0001891247,0.001238207,0.00005181276,0.000005153184,0.00001218651,0.00004113113,0.000003639829,0.0004879424],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002699398,"threshold_uncertainty_score":0.01391017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008240686574454292,"score_gpt":0.2421424638620449,"score_spread":0.2339017772875906,"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."}}