{"id":"W7001919693","doi":"","title":"The long and winding path towards efficacious transmission blocking malaria vaccines","year":2023,"lang":"en","type":"dissertation","venue":"Data Archiving and Networked Services (DANS)","topic":"Malaria Research and Control","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Bill and Melinda Gates Foundation; European Commission; Department for International Development; UK Research and Innovation; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Wellcome Trust; Medical Research Council; Canadian Institute for Advanced Research","keywords":"Path (computing); Blocking (statistics); Transmission (telecommunications); Malaria; Control theory (sociology); Action (physics)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.007403893,0.0004528832,0.000587466,0.0006117063,0.001157759,0.005583835,0.0004811348,0.002254171,0.02130341],"category_scores_gemma":[0.00688147,0.0002664662,0.0003663213,0.0007809849,0.002636725,0.006200328,0.00207528,0.007360779,0.007257736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001917413,"about_ca_system_score_gemma":0.005200603,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009209553,"about_ca_topic_score_gemma":0.001522637,"domain_scores_codex":[0.9981572,0.0007354465,0.00007440338,0.0001473518,0.0005987915,0.0002868882],"domain_scores_gemma":[0.9942608,0.003023262,0.000241467,0.0004368572,0.001180178,0.0008575351],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001935507,0.0001993337,0.0003211596,0.0008157992,0.00002819516,0.00006032684,0.0008378989,0.0007291419,0.003827492,0.3410019,0.2758138,0.3761714],"study_design_scores_gemma":[0.00001870669,0.0001008902,0.0003313311,0.001100959,0.00001054737,0.00006499666,0.0005395026,0.0003205267,0.001883563,0.08318086,0.9124312,0.00001693885],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.006049637,0.3377698,0.02105855,0.5050523,0.02214544,0.0001179469,0.0006606008,0.0002840649,0.1068617],"genre_scores_gemma":[0.09774548,0.6223937,0.05154196,0.08861963,0.02308245,0.0002776869,0.0007304033,0.0004782438,0.1151303],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.02130341,"threshold_uncertainty_score":0.07126701,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01540336315073454,"score_gpt":0.2885948715726229,"score_spread":0.2731915084218884,"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."}}