{"id":"W2805360216","doi":"10.1186/s12864-018-4785-8","title":"Diversity and signature of small RNA in different bodily fluids using next generation sequencing","year":2018,"lang":"en","type":"article","venue":"BMC Genomics","topic":"Salivary Gland Disorders and Functions","field":"Medicine","cited_by":93,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University; Norgen Biotek Corporation (Canada)","funders":"","keywords":"RNA; Biology; microRNA; Small RNA; Piwi-interacting RNA; Computational biology; Body fluid; Saliva; Urine; Proteomics; Bioinformatics; Genetics; Gene; RNA interference; Biochemistry; Medicine; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005704591,0.00006820009,0.0001291412,0.00006598508,0.000202301,0.00000560014,0.00002556476,0.0000683407,0.00001385338],"category_scores_gemma":[0.00001985807,0.00005763263,0.0000278122,0.00006253763,0.00003928882,0.00003309036,0.0001305435,0.00006289262,6.691535e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008334156,"about_ca_system_score_gemma":0.00005758914,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000481573,"about_ca_topic_score_gemma":0.0006731926,"domain_scores_codex":[0.9996122,0.00001492097,0.0001133107,0.0001193718,0.00005014194,0.0000900811],"domain_scores_gemma":[0.9997705,0.00001440821,0.00003299256,0.00009877587,0.00004126183,0.0000420511],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001156752,0.00004949729,0.4410266,0.00004639685,0.00001577253,0.000002577064,0.003374946,0.0001407731,0.5546745,0.00009272608,0.00005957711,0.0004009627],"study_design_scores_gemma":[0.004848308,0.0007433213,0.6252951,0.000112519,0.0003138966,0.00004496838,0.003490678,0.3169516,0.04694017,0.0006700049,0.0002030443,0.000386335],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916485,0.0003926279,0.007487595,0.00002427678,0.0001393245,0.0001247158,0.000003800849,0.000007574094,0.0001715696],"genre_scores_gemma":[0.9960802,0.00005018387,0.003440029,0.0001219357,0.0002546077,6.379352e-7,0.00001126219,0.000005998262,0.0000351249],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5077344,"threshold_uncertainty_score":0.235019,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1285701669108689,"score_gpt":0.256441399847198,"score_spread":0.1278712329363292,"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."}}