{"id":"W2767540655","doi":"10.1038/s41598-017-18840-7","title":"Probabilistic data integration identifies reliable gametocyte-specific proteins and transcripts in malaria parasites","year":2018,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Malaria Research and Control","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; University of British Columbia","funders":"Virgo Consortium; Radboud Institute for Health Sciences; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Wellcome Trust; London School of Hygiene and Tropical Medicine","keywords":"Gametocyte; Biology; Malaria; Plasmodium falciparum; Transcriptome; Parasite hosting; Virology; Plasmodium (life cycle); Gene; Genetics; Computational biology; Immunology; Gene expression","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":[0.003631612,0.0004677724,0.0007263833,0.001802125,0.0004356659,0.001704588,0.0004295761,0.0005381843,0.0005130894],"category_scores_gemma":[0.007525581,0.0003797374,0.0006696858,0.001654531,0.0004238187,0.0008823802,0.001234486,0.0006183423,0.0002885322],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004993456,"about_ca_system_score_gemma":0.001037865,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001608379,"about_ca_topic_score_gemma":0.003332823,"domain_scores_codex":[0.9978167,0.0006494637,0.0001452907,0.0005451828,0.0007048763,0.0001385347],"domain_scores_gemma":[0.9972428,0.00147173,0.0004875532,0.0002089341,0.0005141746,0.00007486703],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001872662,0.0002977223,0.2382124,0.001356423,0.0008423618,0.0003873072,0.000706312,0.05051516,0.503332,0.003542803,0.001856614,0.1970782],"study_design_scores_gemma":[0.0000842095,0.0004991203,0.4143289,0.0001552547,0.0007119074,0.0007517882,0.0006831851,0.4196591,0.1399329,0.01262257,0.01038766,0.0001835108],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7860836,0.00182331,0.205991,0.0002497222,0.00002351013,0.000102342,0.00335129,0.0008106201,0.001564581],"genre_scores_gemma":[0.9046783,0.0006807168,0.08743385,0.00008843822,0.00002075411,0.0001393972,0.006511658,0.0001097121,0.0003371411],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003631612,"threshold_uncertainty_score":0.01920599,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04774558344424466,"score_gpt":0.3089740693312161,"score_spread":0.2612284858869714,"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."}}