{"id":"W4388589565","doi":"10.1093/neuonc/noad179.0037","title":"BIOM-26. RAPID IDENTIFICATION OF <i>IDH1</i>-R132 VARIANTS IN GLIOMA WITH LOCKED NUCLEIC ACID LOOP-MEDIATED ISOTHERMAL AMPLIFICATION (LNA-LAMP)","year":2023,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Isocitrate dehydrogenase; Chemistry; Wild type; Mutant; Molecular biology; Loop-mediated isothermal amplification; IDH1; Locked nucleic acid; DNA; Oligonucleotide; Biology; Gene; Biochemistry; Enzyme","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":[0.0003803662,0.000673532,0.0002588027,0.0005850535,0.0002137948,0.0004450143,0.0002854866,0.000409793,0.004647995],"category_scores_gemma":[0.0003963373,0.000363632,0.0003265354,0.000316079,0.0003169212,0.0002227305,0.0003480658,0.0003961027,0.003929094],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003947506,"about_ca_system_score_gemma":0.0003264003,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009040139,"about_ca_topic_score_gemma":0.001897945,"domain_scores_codex":[0.9996475,0.0000740148,0.00003236935,0.00009597264,0.00009889079,0.00005112793],"domain_scores_gemma":[0.9998204,0.0000312906,0.00005139947,0.00002224811,0.00003918677,0.00003554289],"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":[0.00008123162,0.00002411065,0.0004350195,0.00004622359,0.000003269213,0.00004038432,0.00001550031,0.00006035868,0.99473,0.00004440027,0.0002229081,0.00429654],"study_design_scores_gemma":[0.00001082037,0.000133063,0.003583608,0.00001007126,0.000008766704,0.000305658,0.00001280769,0.0008653908,0.9915073,0.00004317325,0.003509184,0.00001002518],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8487313,0.003298696,0.1200342,0.0005717388,0.0002518555,0.0006183109,0.004623162,0.003150878,0.0187198],"genre_scores_gemma":[0.7882009,0.002298015,0.1639988,0.0003460759,0.00003516088,0.0006595157,0.01130835,0.0006122871,0.03254091],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004647995,"threshold_uncertainty_score":0.01554912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02212467388148024,"score_gpt":0.2841468640563205,"score_spread":0.2620221901748402,"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."}}