{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0009619304,0.000308712,0.002000561,0.0002803851,0.00003265656,0.000007113999,0.0007732657,0.0003088787,0.0000513327],"category_scores_gemma":[0.01415299,0.0001668555,0.0005587918,0.001067831,0.00008778241,0.00006271887,0.0001460206,0.0003778446,0.00003482642],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004897434,"about_ca_system_score_gemma":0.0005730645,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002032249,"about_ca_topic_score_gemma":0.00005494239,"domain_scores_codex":[0.995823,0.00180919,0.001823783,0.0002702361,0.00006511498,0.0002086493],"domain_scores_gemma":[0.9868694,0.00979615,0.002331756,0.0008633789,0.0001236548,0.00001563842],"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":[0.00000985383,0.0003864691,0.1356572,0.8624539,0.0001117888,2.099707e-7,0.00009874018,0.000002006431,0.000006022178,0.0001027207,0.0001913587,0.0009797299],"study_design_scores_gemma":[0.001487263,0.0001760475,0.1421369,0.8368935,0.01332168,0.00004355139,0.00007238374,7.629689e-7,0.00002249679,0.00002777745,0.005115936,0.0007017022],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02573384,0.9681653,0.000003184298,0.00001715238,0.000287169,0.005315512,0.0004640585,0.000006516762,0.000007294955],"genre_scores_gemma":[0.01139703,0.9870163,0.000003195844,0.00002126471,0.00005231582,0.001103832,0.0003701962,0.00002339996,0.00001253057],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02556043,"threshold_uncertainty_score":0.9941512,"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."}}