{"id":"W2980957989","doi":"10.1186/s12936-019-2979-4","title":"Ultrasensitive loop mediated isothermal amplification (US-LAMP) to detect malaria for elimination","year":2019,"lang":"en","type":"article","venue":"Malaria Journal","topic":"Malaria Research and Control","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Alberta Innovates; Alberta Innovates - Health Solutions; Calgary Laboratory Services","keywords":"Loop-mediated isothermal amplification; Parasitology; Malaria; Vivax malaria; Tropical medicine; Virology; Biology; Computational biology; Genetics; Plasmodium falciparum; Immunology; Zoology; Plasmodium vivax","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001253674,0.0004489473,0.0003303231,0.0008251553,0.0001737427,0.0003622884,0.000455465,0.0004253407,0.001499109],"category_scores_gemma":[0.001502988,0.0002559129,0.0003482107,0.0004437605,0.0003968496,0.0003347417,0.0004266003,0.0007998629,0.0005677841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006542575,"about_ca_system_score_gemma":0.0004699398,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000840231,"about_ca_topic_score_gemma":0.001215857,"domain_scores_codex":[0.9989663,0.0004228931,0.00002958469,0.0001179731,0.000391345,0.00007197232],"domain_scores_gemma":[0.9992734,0.0003175011,0.0001444676,0.00005139758,0.0001737771,0.00003950768],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0006245694,0.000264376,0.01737626,0.0008093737,0.0001120402,0.0002586321,0.0002333489,0.002940632,0.7422208,0.001623347,0.003861252,0.2296754],"study_design_scores_gemma":[0.00005860296,0.001877356,0.0283161,0.0002846526,0.000186474,0.003019061,0.0001292226,0.03834358,0.8927444,0.002110202,0.03285346,0.00007681015],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.549253,0.06538896,0.3586031,0.002516799,0.000909516,0.0005716474,0.001187919,0.002913837,0.01865516],"genre_scores_gemma":[0.8557125,0.008041442,0.127157,0.0009769979,0.0001091605,0.0002276774,0.0005362447,0.00008204495,0.00715688],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001499109,"threshold_uncertainty_score":0.006630182,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01365724744769541,"score_gpt":0.2800169674784195,"score_spread":0.2663597200307241,"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."}}