{"id":"W2617675808","doi":"10.4269/ajtmh.15-0845","title":"Malaria Infection and Gametocyte Carriage Rates in Preparation for Transmission Blocking Vaccine Trials in Bancoumana, Mali","year":2017,"lang":"en","type":"article","venue":"American Journal of Tropical Medicine and Hygiene","topic":"Malaria Research and Control","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Carriage; Gametocyte; Malaria; Transmission (telecommunications); Epidemiology; Medicine; Veterinary medicine; Biology; Plasmodium falciparum; Immunology; Internal medicine","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":[0.002911618,0.0004734496,0.000388539,0.000398637,0.0009694443,0.000504392,0.0006979303,0.0004736838,0.001471726],"category_scores_gemma":[0.00492917,0.0005132574,0.0002212054,0.000528595,0.0007695144,0.0006248325,0.0006633492,0.0008609425,0.000306534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001243233,"about_ca_system_score_gemma":0.001522095,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01912403,"about_ca_topic_score_gemma":0.02430433,"domain_scores_codex":[0.9980299,0.001210027,0.0000898569,0.0001557575,0.0001931873,0.0003212723],"domain_scores_gemma":[0.9985018,0.0003821181,0.0004324658,0.0000762609,0.0001617791,0.000445604],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0131744,0.00762123,0.9290955,0.0002745441,0.0001887898,0.0008362632,0.004902282,0.0006809452,0.01528356,0.000342207,0.001469326,0.02613106],"study_design_scores_gemma":[0.0006417595,0.01142868,0.9837827,0.00002950405,0.00006827628,0.0001756097,0.0007873184,0.0006874176,0.001509242,0.00005347187,0.0008155054,0.00002046744],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987778,0.0001242249,0.00009541333,0.0001070614,0.000008563353,0.00026203,0.0001249636,0.000005477474,0.0004944369],"genre_scores_gemma":[0.9982199,0.0001757918,0.0003574074,0.00009190814,0.00001511548,0.0004628963,0.0002484965,0.000002904247,0.0004255544],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01912403,"threshold_uncertainty_score":0.03802544,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04240432838661804,"score_gpt":0.3910520192349405,"score_spread":0.3486476908483225,"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."}}