{"id":"W2102405894","doi":"10.1186/s13071-015-1183-9","title":"Development and evaluation of a Loop Mediated Isothermal Amplification (LAMP) technique for the detection of hookworm (Necator americanus) infection in fecal samples","year":2015,"lang":"en","type":"article","venue":"Parasites & Vectors","topic":"Parasites and Host Interactions","field":"Immunology and Microbiology","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Grand Challenges Canada","keywords":"Necator americanus; Loop-mediated isothermal amplification; Ancylostoma duodenale; Biology; Parasitology; Amplicon; Feces; Primer (cosmetics); Ancylostoma caninum; Ascaris lumbricoides; Multiple displacement amplification; Polymerase chain reaction; Veterinary medicine; Zoology; Microbiology; Genetics; DNA extraction; Helminths; DNA; Gene","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008190689,0.0001081237,0.0001877914,0.0001811547,0.00007613522,0.00000618877,0.00006231703,0.0001136422,0.00002559891],"category_scores_gemma":[0.000398878,0.00008525603,0.00004009575,0.0002323038,0.0001178327,0.00008246303,0.00001639008,0.000106626,0.000009289684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001153147,"about_ca_system_score_gemma":0.000117988,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001323348,"about_ca_topic_score_gemma":0.001365598,"domain_scores_codex":[0.9991407,0.0001496524,0.0003409375,0.0001631655,0.00006735496,0.000138135],"domain_scores_gemma":[0.9989159,0.0004230867,0.0002644647,0.0001295616,0.0002500125,0.0000169728],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001974087,0.0001188657,0.1613849,0.00001570688,0.00008929921,3.010915e-8,0.001209851,0.00009888183,0.8171672,0.00008524796,0.00001970893,0.01961288],"study_design_scores_gemma":[0.000574782,0.0001295352,0.5011931,0.00002411014,0.00006992077,0.000008242976,0.0002600431,0.0002623504,0.4946738,0.00005053163,0.00267093,0.00008260191],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9848562,0.0008969826,0.01316665,0.00003121713,0.0001698045,0.0007964865,0.00001443381,0.00001926676,0.00004894876],"genre_scores_gemma":[0.9989758,0.00004040341,0.0003665759,0.000009293135,0.0000127546,0.0004813068,0.00008229471,0.000009611446,0.00002201144],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3398082,"threshold_uncertainty_score":0.347664,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06435500455425798,"score_gpt":0.3412334977679497,"score_spread":0.2768784932136917,"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."}}