{"id":"W4234641352","doi":"10.2196/preprints.8539","title":"Exosomal microRNAs as potential circulating biomarkers in gastrointestinal tract cancers: A systematic review protocol (Preprint)","year":2017,"lang":"en","type":"review","venue":"","topic":"Extracellular vesicles in disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Microvesicles; Medicine; microRNA; Biomarker; Meta-analysis; Systematic review; Exosome; Oncology; Liquid biopsy; Web of science; Diagnostic biomarker; Bioinformatics; Cancer; Internal medicine; MEDLINE; Biology","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":[0.03031117,0.003570613,0.0126649,0.01397247,0.002574086,0.004654295,0.003141254,0.004512566,0.07597998],"category_scores_gemma":[0.05748583,0.002901004,0.01059846,0.009560176,0.002312901,0.005928674,0.004047491,0.002572049,0.007578937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008182076,"about_ca_system_score_gemma":0.04286782,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003919821,"about_ca_topic_score_gemma":0.01005456,"domain_scores_codex":[0.9824431,0.005010287,0.007635136,0.001566597,0.002538475,0.0008063376],"domain_scores_gemma":[0.974553,0.01026032,0.006077688,0.001684452,0.006652883,0.0007715581],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006903391,0.00004667109,0.0004505932,0.9683573,0.001560263,0.0001863288,0.0004771967,0.0002117151,0.0004744364,0.001049612,0.01237974,0.01411579],"study_design_scores_gemma":[0.00408407,0.0007072,0.005002469,0.8334838,0.01670828,0.0004974374,0.001125844,0.0004022148,0.001053672,0.002747848,0.1339613,0.0002259414],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.002230152,0.04201146,0.004387178,0.002099274,0.001095709,0.9136134,0.03229952,0.0002639181,0.001999525],"genre_scores_gemma":[0.002369852,0.01402673,0.004506467,0.001371342,0.0001419063,0.9727052,0.003647481,0.00002771136,0.001203364],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.07597998,"threshold_uncertainty_score":0.2541783,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03650548814150915,"score_gpt":0.3776650990423517,"score_spread":0.3411596109008425,"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."}}