{"id":"W2782919166","doi":"10.1021/acssensors.7b00857","title":"Paper-Based DNA Reader for Visualized Quantification of Soil-Transmitted Helminth Infections","year":2018,"lang":"en","type":"article","venue":"ACS Sensors","topic":"Biosensors and Analytical Detection","field":"Engineering","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"Natural Sciences and Engineering Research Council of Canada; Brock University","keywords":"Trichuris trichiura; DNA; Polymerase chain reaction; Population; SYBR Green I; Biology; Computer science; Computational biology; Helminths; Medicine; Environmental health; Genetics; Immunology; Gene","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009623768,0.0001160814,0.0001602712,0.0001092034,0.00007512439,0.0000144837,0.00004837331,0.000120397,0.00005879263],"category_scores_gemma":[0.00007326008,0.0001111479,0.00009500124,0.0002772178,0.00009167808,0.0000665683,0.000002799582,0.00006943884,0.00003837439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002141371,"about_ca_system_score_gemma":0.000009459414,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000393572,"about_ca_topic_score_gemma":0.00005268113,"domain_scores_codex":[0.9993036,0.00002259764,0.0002498389,0.0001515902,0.00009564107,0.0001767495],"domain_scores_gemma":[0.9994687,0.0001117664,0.00003743995,0.0001911589,0.0001408821,0.00005000615],"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":[0.00004887925,0.00009016646,0.0001075258,0.0001424511,0.00007137412,3.188803e-7,0.00011352,0.004410375,0.9899859,0.001645274,0.001331388,0.002052859],"study_design_scores_gemma":[0.0004624866,0.0001612319,0.001097222,0.00003015914,0.00005747418,0.000001393246,0.00004963087,0.1486136,0.8419469,0.0003547651,0.007067122,0.0001579916],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.950035,0.00001903503,0.0480141,0.0001881692,0.0002914303,0.0002136163,0.00002611615,0.000267497,0.000945002],"genre_scores_gemma":[0.9990268,0.00001566344,0.0005227529,0.00004831173,0.0001403929,0.00001606439,0.00002034276,0.00003157206,0.0001780768],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.148039,"threshold_uncertainty_score":0.4532481,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01973970713420527,"score_gpt":0.2728072075222683,"score_spread":0.2530675003880631,"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."}}