{"id":"W2769399271","doi":"10.1186/s13643-017-0624-2","title":"Exosomal microRNAs as potential circulating biomarkers in gastrointestinal tract cancers: a systematic review protocol","year":2017,"lang":"en","type":"review","venue":"Systematic Reviews","topic":"Extracellular vesicles in disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; microRNA; Protocol (science); Gastrointestinal tract; Biomarker; Bioinformatics; Internal medicine; Pathology; Oncology; Alternative medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0423965,0.00485477,0.01615513,0.01349002,0.00339074,0.004878655,0.004484887,0.005545963,0.06279234],"category_scores_gemma":[0.04881999,0.00383817,0.01379019,0.008921201,0.003354799,0.006193653,0.004273125,0.003571356,0.006485402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009356646,"about_ca_system_score_gemma":0.04741907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004771347,"about_ca_topic_score_gemma":0.01190821,"domain_scores_codex":[0.9822839,0.006237547,0.006245353,0.002096838,0.002299358,0.0008370088],"domain_scores_gemma":[0.9763474,0.009557255,0.005713686,0.002182235,0.005229729,0.0009697179],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.002404546,0.0001676772,0.0008922769,0.9546184,0.003772479,0.0003544379,0.000900044,0.0006181901,0.0007138065,0.002095367,0.01191645,0.02154627],"study_design_scores_gemma":[0.01638178,0.00202287,0.008438551,0.7751158,0.03936388,0.0008348041,0.001829385,0.001358529,0.001702198,0.007239067,0.1451774,0.0005356143],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001342248,0.01257973,0.003309926,0.0007044135,0.0002791914,0.9708298,0.01005149,0.0001371433,0.0007660378],"genre_scores_gemma":[0.001282648,0.004001769,0.002874652,0.000394343,0.00003984964,0.989669,0.001276626,0.00001021933,0.0004508633],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.06279234,"threshold_uncertainty_score":0.2242168,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06158822490713834,"score_gpt":0.3980067737376619,"score_spread":0.3364185488305236,"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."}}