{"id":"W2914204238","doi":"10.1186/s12887-019-1403-0","title":"A systematic review of the diagnostic accuracy of Loop-mediated-isothermal AMPlification (LAMP) in the diagnosis of invasive meningococcal disease in children","year":2019,"lang":"en","type":"review","venue":"BMC Pediatrics","topic":"Bacterial Infections and Vaccines","field":"Immunology and Microbiology","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Queen's University; Public Health Agency; Queen's University Belfast; Health and Social Care Northern Ireland","keywords":"Neisseria meningitidis; Medicine; Loop-mediated isothermal amplification; Nucleic Acid Amplification Tests; Meningococcal disease; Neisseria; Pediatrics; Virology; Bacteria; DNA; Biology; Genetics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01250198,0.001794417,0.01084674,0.0159959,0.0008872878,0.003257563,0.002848308,0.002194248,0.004799853],"category_scores_gemma":[0.06670867,0.001362391,0.00831981,0.0151813,0.001469654,0.003203634,0.002024622,0.001254751,0.000437907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005701208,"about_ca_system_score_gemma":0.0174541,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01185624,"about_ca_topic_score_gemma":0.02930692,"domain_scores_codex":[0.9831026,0.005497133,0.00719247,0.001135479,0.002668067,0.000404226],"domain_scores_gemma":[0.94325,0.03921064,0.01065331,0.0008559034,0.005585576,0.0004446322],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001245434,0.000006423786,0.0005263464,0.981019,0.005647131,0.00007375559,0.0001539229,0.0000539016,0.00009360313,0.0001192202,0.0007162173,0.01146596],"study_design_scores_gemma":[0.0001379289,0.0001441432,0.002572149,0.9355938,0.05118378,0.0002888449,0.0002564119,0.00006249753,0.0001331886,0.0001697058,0.009426556,0.00003106032],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001989006,0.9949998,0.0002681781,0.0003292701,0.0001368168,0.0007975935,0.001040031,0.00001499113,0.0004244145],"genre_scores_gemma":[0.02482219,0.970523,0.001337991,0.0006811515,0.00008679026,0.001733509,0.0006193842,0.00001352803,0.0001825543],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0159959,"threshold_uncertainty_score":0.06611758,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03208766563624947,"score_gpt":0.2965020423380307,"score_spread":0.2644143767017812,"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."}}