{"id":"W4402976569","doi":"10.1094/phyto-10-23-0391-kc","title":"Application of Loop-Mediated Isothermal Amplification in Plant Pathogen Detection","year":2024,"lang":"en","type":"review","venue":"Phytopathology","topic":"Biosensors and Analytical Detection","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health; Agriculture Food and Rural Development","funders":"National Key Research and Development Program of China; Liaoning Revitalization Talents Program","keywords":"Loop-mediated isothermal amplification; Biology; Amplicon; Pathogen; Plant disease; Biotechnology; Computational biology; Polymerase chain reaction; Microbiology; Genetics; Gene","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":[0.0007924224,0.001150051,0.001261145,0.002969445,0.0002754424,0.001067017,0.0009979388,0.001298658,0.002290157],"category_scores_gemma":[0.0006546922,0.0005667763,0.0008712262,0.002409183,0.0004273047,0.001451301,0.0006937426,0.001612392,0.002583983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006201915,"about_ca_system_score_gemma":0.0007188963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000826764,"about_ca_topic_score_gemma":0.0009363538,"domain_scores_codex":[0.9995285,0.00005853647,0.00003454561,0.0001166969,0.0002172914,0.00004431439],"domain_scores_gemma":[0.9996884,0.0001496071,0.00004450976,0.00001446373,0.00008906236,0.00001407751],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005773605,0.0001569978,0.0003233457,0.02617583,0.0001174624,0.0003033511,0.00009652579,0.00105335,0.07605125,0.005530509,0.008664176,0.8814695],"study_design_scores_gemma":[0.000009243336,0.0002583045,0.001092911,0.002207516,0.0001976295,0.001643027,0.00007681019,0.000945457,0.05766256,0.002109649,0.9337283,0.000068439],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00108283,0.9892959,0.004920735,0.0002099072,0.0003025998,0.00002785672,0.00006060572,0.00006938745,0.004030272],"genre_scores_gemma":[0.006366832,0.9859715,0.004343929,0.0002330672,0.0001193062,0.00003738334,0.000112307,0.00001211308,0.002803528],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002969445,"threshold_uncertainty_score":0.007661343,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.019011925729179,"score_gpt":0.2638676809180042,"score_spread":0.2448557551888252,"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."}}