{"id":"W2766963715","doi":"10.1021/acssensors.7b00671","title":"Colorimetric Nucleic Acid Detection on Paper Microchip Using Loop Mediated Isothermal Amplification and Crystal Violet Dye","year":2017,"lang":"en","type":"article","venue":"ACS Sensors","topic":"Biosensors and Analytical Detection","field":"Engineering","cited_by":99,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Universiti Brunei Darussalam","keywords":"Loop-mediated isothermal amplification; Crystal violet; Nucleic acid; Isothermal process; Loop (graph theory); Chemistry; Nucleic acid quantitation; Materials science; DNA; Biochemistry; Biology; Microbiology; Physics","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":[],"consensus_categories":[],"category_scores_codex":[0.00009658028,0.000168789,0.0001578504,0.0001545689,0.0003247852,0.0001345184,0.00008922338,0.0001794918,0.00003129791],"category_scores_gemma":[0.0001173444,0.0001638278,0.00004400533,0.0001436716,0.00007422232,0.0001887424,0.00002022078,0.0002035977,0.00006740488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007371296,"about_ca_system_score_gemma":0.000004225198,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006417251,"about_ca_topic_score_gemma":0.00002117182,"domain_scores_codex":[0.9992091,0.0000256417,0.0001779189,0.0002260859,0.0001299181,0.0002313578],"domain_scores_gemma":[0.9994726,0.00004637675,0.00007072443,0.0002819205,0.00003836475,0.00008996574],"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":[0.00002727361,0.00001381656,0.0002448894,0.00002003625,0.00002736114,0.000003092455,0.00003317266,0.0007904525,0.991978,0.00002146563,0.00001846959,0.006821942],"study_design_scores_gemma":[0.000688101,0.0001378068,0.06874748,0.00005111813,0.00007414445,0.0000338392,0.00007970696,0.1372668,0.7911085,0.00008579447,0.001276603,0.0004500028],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981383,0.00005995222,0.0006046384,0.00005316485,0.0002665315,0.0001162203,0.00001060385,0.0001623886,0.0005881988],"genre_scores_gemma":[0.9994911,0.00008632821,0.0001024804,0.00004957598,0.0001617216,0.000002376415,0.000004014996,0.00004131236,0.0000610736],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2008695,"threshold_uncertainty_score":0.6680704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01584997197551261,"score_gpt":0.2249880374100406,"score_spread":0.209138065434528,"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."}}