{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003890068,0.0006049566,0.0002289531,0.001082505,0.0006333852,0.0009084044,0.0007751362,0.0007853591,0.00882216],"category_scores_gemma":[0.01246991,0.0001378095,0.0002856829,0.0004796092,0.000386467,0.001291642,0.001390967,0.0006582899,0.0008380809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006811529,"about_ca_system_score_gemma":0.001075688,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001748828,"about_ca_topic_score_gemma":0.003202112,"domain_scores_codex":[0.9980134,0.001465186,0.00005443763,0.0000786066,0.0002355352,0.0001526961],"domain_scores_gemma":[0.9914557,0.006700148,0.0003223388,0.0001977554,0.0006095134,0.0007145489],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001176198,0.005057579,0.007580623,0.003857477,0.00004802013,0.001309904,0.03418559,0.0008975457,0.01281431,0.001296843,0.0370383,0.8947375],"study_design_scores_gemma":[0.00509553,0.04116654,0.1650036,0.01748639,0.00117709,0.004888076,0.1601775,0.02995282,0.05100742,0.01064077,0.5127093,0.0006949241],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8534607,0.002112274,0.0451699,0.009939912,0.001312487,0.008157944,0.00201205,0.001819083,0.07601564],"genre_scores_gemma":[0.8679955,0.002243959,0.1107931,0.001586742,0.0004285804,0.004174748,0.0009080583,0.0001134371,0.01175579],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00882216,"threshold_uncertainty_score":0.02951312,"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."}}