{"id":"W1986553239","doi":"10.1021/ac400778b","title":"Suspension Bead Array of the Single-Stranded Multiplex Polymerase Chain Reaction Amplicons for Enhanced Identification and Quantification of Multiple Pathogens","year":2013,"lang":"en","type":"article","venue":"Analytical Chemistry","topic":"Bacteriophages and microbial interactions","field":"Environmental Science","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"","keywords":"Chemistry; Amplicon; Multiplex; Polymerase chain reaction; Multiplex polymerase chain reaction; Bead; Suspension (topology); Chromatography; Identification (biology); Computational biology; Biochemistry; 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":[0.001340713,0.0009248542,0.0009868213,0.0008025412,0.0002387806,0.001250351,0.0006845754,0.001006892,0.001031673],"category_scores_gemma":[0.00111411,0.0006317029,0.0006169399,0.0007373829,0.000349169,0.0006593601,0.00054746,0.000833822,0.001131492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004559335,"about_ca_system_score_gemma":0.0004571425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003497691,"about_ca_topic_score_gemma":0.0005985952,"domain_scores_codex":[0.9971908,0.0005534287,0.0001875168,0.000976043,0.0009223231,0.0001699663],"domain_scores_gemma":[0.9993604,0.0002054439,0.00009641718,0.00007517311,0.0002155948,0.00004703934],"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":[0.0001680746,0.00006403666,0.001101739,0.0001261858,0.00004145778,0.00002920808,0.00004156043,0.0007514588,0.983979,0.0002116099,0.0002058434,0.01327985],"study_design_scores_gemma":[0.00001295475,0.0003411865,0.002427452,0.00001333265,0.00005561961,0.0001431775,0.00001861798,0.0211561,0.9732881,0.0001549914,0.002359838,0.00002859808],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.4679409,0.003849259,0.520516,0.0002356441,0.0003630467,0.0003466066,0.001142211,0.002230032,0.00337633],"genre_scores_gemma":[0.5527682,0.001901427,0.4345219,0.0003183576,0.0001159162,0.0007815433,0.002122149,0.0001103296,0.00736014],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.001340713,"threshold_uncertainty_score":0.007090449,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01808003857223525,"score_gpt":0.2419275278364703,"score_spread":0.223847489264235,"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."}}