{"id":"W2607605453","doi":"","title":"Path toward a malaria-free future: an overview of current challenges and strategies for malaria vaccine development","year":2015,"lang":"en","type":"article","venue":"Global Health: Annual Review","topic":"Malaria Research and Control","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Malaria; Malaria vaccine; Public health; Milestone; Global health; Medicine; Disease Eradication; Environmental health; Economic growth; Disease; Political science; Plasmodium falciparum; Immunology; Geography","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":[0.0030079,0.001163054,0.001236231,0.002851898,0.0007998755,0.003618332,0.001521264,0.003484697,0.006714315],"category_scores_gemma":[0.002578525,0.0004954982,0.0007006527,0.002282685,0.001497845,0.005699337,0.001967677,0.00476047,0.002203334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001969072,"about_ca_system_score_gemma":0.005247212,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001898587,"about_ca_topic_score_gemma":0.002630401,"domain_scores_codex":[0.9991679,0.0002314488,0.00009033996,0.0001078124,0.0002774947,0.0001250536],"domain_scores_gemma":[0.9984893,0.0007600742,0.0001890103,0.00002459933,0.0002984451,0.0002386522],"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":[0.0001822795,0.0002511828,0.001049282,0.02121388,0.00007677224,0.0005120437,0.0005174149,0.001937057,0.002817602,0.04479229,0.100348,0.8263022],"study_design_scores_gemma":[0.000015925,0.0003448714,0.0009527314,0.009658911,0.00008235339,0.0007839712,0.0005748108,0.000692944,0.0004577246,0.0224699,0.9639215,0.00004440354],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003093907,0.9876105,0.000767772,0.008362681,0.0006566269,0.00002186586,0.0000480314,0.00002769075,0.002195477],"genre_scores_gemma":[0.002232407,0.9932728,0.001377484,0.001725156,0.0006549556,0.00003243052,0.00006231149,0.000006380525,0.0006360064],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006714315,"threshold_uncertainty_score":0.02246159,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1726386384101025,"score_gpt":0.4448762418980602,"score_spread":0.2722376034879578,"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."}}