{"id":"W2776626395","doi":"10.1042/etls20170117","title":"A whole parasite transmission-blocking vaccine for malaria: an ignored strategy","year":2017,"lang":"en","type":"article","venue":"Emerging Topics in Life Sciences","topic":"Malaria Research and Control","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Gametocyte; Malaria; Biology; Parasite hosting; Virology; Immunity; Transmission (telecommunications); Plasmodium (life cycle); Plasmodium falciparum; Vector (molecular biology); Immune system; Immunology; Gene; Genetics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001116243,0.0001151246,0.000246267,0.000144329,0.000729351,0.0001723037,0.0004957021,0.00007131154,0.0001239893],"category_scores_gemma":[0.0006226402,0.000089028,0.00006593749,0.0001272512,0.0001254137,0.0003630207,0.00004062515,0.0001866414,0.00000315452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001969887,"about_ca_system_score_gemma":0.0003142404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003414669,"about_ca_topic_score_gemma":0.000252768,"domain_scores_codex":[0.9985186,0.00004388721,0.0002470329,0.0003680412,0.000367228,0.0004551571],"domain_scores_gemma":[0.9991264,0.00006162792,0.00008872237,0.0003878942,0.00007625635,0.0002591025],"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":[0.001465981,0.0008320594,0.4071066,0.0004915809,0.0001472875,0.0002037545,0.002473877,0.001686506,0.02216874,0.08297546,0.003871054,0.4765771],"study_design_scores_gemma":[0.007154038,0.001722612,0.7853522,0.0003600151,0.00005701011,0.00001626059,0.001352821,0.1540204,0.001129073,0.01268765,0.03573646,0.0004114228],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.848801,0.001030999,0.007612952,0.1324948,0.0005818492,0.001327524,0.00001155736,0.00008204924,0.008057307],"genre_scores_gemma":[0.9938149,0.000048097,0.004109828,0.0002908901,0.0006191866,0.00004955914,0.000005082271,0.000008158507,0.001054283],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4761657,"threshold_uncertainty_score":0.5609652,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05860092563733457,"score_gpt":0.3879512394583187,"score_spread":0.3293503138209841,"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."}}