{"id":"W4225678945","doi":"10.29392/001c.29879","title":"Video as an effective knowledge transfer tool to increase awareness among health workers and better manage dengue fever cases","year":2021,"lang":"en","type":"article","venue":"Journal of Global Health Reports","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Dengue fever; Knowledge translation; Context (archaeology); Medicine; Health worker; Malaria; Medical emergency; Nursing; Health services; Knowledge management; Computer science; Environmental health; Population; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001109853,0.0002584297,0.0009308756,0.00009108551,0.0002003294,0.00006217331,0.00006351371,0.00009520601,0.00006295424],"category_scores_gemma":[0.0003066963,0.0002158804,0.0002420835,0.0003657019,0.00005606471,0.0002409356,0.00004174315,0.0002850256,0.000003346055],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008161894,"about_ca_system_score_gemma":0.002698103,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003821483,"about_ca_topic_score_gemma":0.00217859,"domain_scores_codex":[0.9970085,0.0003828271,0.001148559,0.0004417926,0.0004837161,0.0005345914],"domain_scores_gemma":[0.9968171,0.00008789235,0.0003766179,0.0003884872,0.0004677434,0.001862236],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001256278,0.0007506997,0.7643203,0.0007452049,0.000258557,0.05363527,0.0004164267,0.00001670075,0.00001542345,0.00007741237,0.007122451,0.1713853],"study_design_scores_gemma":[0.00188889,0.00148838,0.9630947,0.001256897,0.0002184662,0.02513955,0.0005158224,0.00003605723,0.00002297954,0.0002067875,0.005942399,0.0001891338],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.983282,0.009287986,0.0006732584,0.005109272,0.0005648324,0.0008612003,0.00002647047,0.00002288135,0.0001721312],"genre_scores_gemma":[0.9884707,0.0001806583,0.0002792378,0.01036799,0.0005575254,0.00002315119,0.00001329451,0.00002461989,0.0000828679],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1987744,"threshold_uncertainty_score":0.8803347,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01210945781966192,"score_gpt":0.3595116601996816,"score_spread":0.3474022023800196,"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."}}