{"id":"W4364856196","doi":"10.1007/978-1-0716-2950-5_19","title":"Ultrasensitive Reverse Transcriptase Loop-Mediated Isothermal Amplification (US-LAMP)-Based Detection of Malaria Infection from Dried Blood Spots","year":2023,"lang":"en","type":"article","venue":"Methods in molecular biology","topic":"Malaria Research and Control","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Loop-mediated isothermal amplification; Reverse transcriptase; Malaria; Reverse Transcription Loop-mediated Isothermal Amplification; Dried blood; Diagnostic test; Virology; DNA extraction; Polymerase chain reaction; Nucleic acid; Biology; Plasmodium falciparum; Computational biology; Molecular biology; DNA; Chromatography; Medicine; Chemistry; Immunology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004913173,0.0003664362,0.0003910815,0.0005784332,0.0002352746,0.0004373603,0.0005303839,0.0004066595,0.0009200023],"category_scores_gemma":[0.0005439812,0.0003330393,0.0002373622,0.0003562003,0.0003365099,0.0003313494,0.0003441617,0.0006316367,0.0005242777],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002801552,"about_ca_system_score_gemma":0.0002565007,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004672608,"about_ca_topic_score_gemma":0.0008585202,"domain_scores_codex":[0.9994842,0.0001217128,0.00002385903,0.0001025256,0.0002157054,0.00005210665],"domain_scores_gemma":[0.9997385,0.0001046439,0.00003687627,0.00002410712,0.00007395612,0.00002192271],"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":[0.0001115371,0.00002213465,0.0004987834,0.00005994189,0.000006912075,0.00002393708,0.00004385693,0.00009996477,0.9904791,0.00009192803,0.0001579989,0.008403869],"study_design_scores_gemma":[0.000006494432,0.00009674281,0.002903338,0.000007705689,0.00001554521,0.0002524449,0.00001943802,0.002998968,0.9923414,0.00008977255,0.00125724,0.00001103195],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.8145786,0.004938954,0.172052,0.0002731015,0.000200745,0.0001827075,0.001321666,0.00162104,0.004831313],"genre_scores_gemma":[0.852276,0.002338978,0.1330262,0.0003309145,0.00009002024,0.0001947339,0.0009938116,0.00008481447,0.01066457],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.0009200023,"threshold_uncertainty_score":0.003077686,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02200572151443501,"score_gpt":0.3590814823341726,"score_spread":0.3370757608197376,"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."}}