{"id":"W2155134918","doi":"","title":"Preventing disease and saving lives: the malaria season is upon us.","year":2011,"lang":"en","type":"article","venue":"PubMed","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Global Health Research","funders":"","keywords":"Medicine; Malaria; Preparedness; Psychological intervention; Environmental health; Transmission (telecommunications); Promotion (chess); Medical emergency; Nursing; Immunology","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":[0.002706233,0.001316513,0.00113908,0.0009361103,0.003594368,0.004749248,0.0009147406,0.003343407,0.04724618],"category_scores_gemma":[0.005421171,0.0003694735,0.0005738682,0.001086784,0.003578097,0.006869455,0.00392391,0.006689042,0.01389913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001739739,"about_ca_system_score_gemma":0.007236938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009468962,"about_ca_topic_score_gemma":0.02023719,"domain_scores_codex":[0.9984138,0.0004264503,0.00007518381,0.0001045076,0.000588096,0.0003919605],"domain_scores_gemma":[0.9963341,0.000485216,0.0002637386,0.0002248835,0.000939986,0.001752085],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007949211,0.00005774709,0.001161529,0.0003717502,0.00002627807,0.0000753759,0.0003940352,0.00003473866,0.0007247595,0.007303537,0.8524975,0.1372734],"study_design_scores_gemma":[0.00001497104,0.00008739873,0.003749714,0.0005986853,0.00001668312,0.0002009668,0.0009125849,0.0000343909,0.0001476635,0.004389434,0.989826,0.00002146679],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002361174,0.1406376,0.00121279,0.7638087,0.05365782,0.00005153815,0.0007063549,0.0005397848,0.03702424],"genre_scores_gemma":[0.06855299,0.3161779,0.00663666,0.4479423,0.05032856,0.0001935266,0.001324847,0.0003809634,0.1084622],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04724618,"threshold_uncertainty_score":0.1580542,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02224615377365127,"score_gpt":0.2206826006550247,"score_spread":0.1984364468813734,"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."}}