{"id":"W7131873203","doi":"10.5376/jvr.2024.14.0010","title":"Malaria Control: Advances in Vector Management and Vaccine Development","year":2024,"lang":"","type":"article","venue":"Journal of Vaccine Research","topic":"Malaria Research and Control","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Malaria; Vector (molecular biology); Malaria vaccine; DNA vaccination; Vector control; Public health","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005991117,0.001183145,0.002081438,0.001743443,0.0004989866,0.003956879,0.00173813,0.002759124,0.01253164],"category_scores_gemma":[0.007582998,0.0003355377,0.0007795105,0.002105872,0.002247408,0.005763475,0.001509334,0.004029204,0.002602189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002542141,"about_ca_system_score_gemma":0.005292295,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004048681,"about_ca_topic_score_gemma":0.004401905,"domain_scores_codex":[0.9980945,0.0007452322,0.0001313533,0.0002235313,0.000586532,0.0002188074],"domain_scores_gemma":[0.9954138,0.001880631,0.00072149,0.0002953842,0.001206373,0.0004824207],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002657223,0.0003216958,0.002095135,0.004563387,0.0001081532,0.00009720992,0.0001243851,0.002396919,0.004733075,0.03238252,0.0498022,0.9031097],"study_design_scores_gemma":[0.0001492133,0.001648528,0.00905452,0.005571593,0.000282439,0.001269577,0.0006251187,0.006928994,0.006637513,0.06969773,0.8980137,0.0001211234],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00321545,0.9076417,0.009459813,0.06786762,0.00305728,0.0000395245,0.0001812084,0.0001478368,0.008389562],"genre_scores_gemma":[0.04741948,0.925163,0.01153149,0.006509389,0.006742591,0.00003754279,0.0002064153,0.00002965538,0.002360442],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01253164,"threshold_uncertainty_score":0.04192251,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02629206797008637,"score_gpt":0.3766467964670434,"score_spread":0.350354728496957,"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."}}