{"id":"W3167153394","doi":"10.21203/rs.3.rs-545069/v1","title":"Clinical Outcomes of Endoscopic Submucosal Tunnel Dissection Vs Endoscopic Submucosal Dissection in Gastric Lesions: a Systematic Review and Meta-analysis","year":2021,"lang":"en","type":"review","venue":"Research Square","topic":"Gastric Cancer Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Endoscopic submucosal dissection; Medicine; Cochrane Library; Meta-analysis; Surgery; Endoscopic mucosal resection; Endoscopy; Dissection (medical); Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.007238525,0.001774805,0.01359863,0.005883182,0.0006603162,0.002440089,0.001824233,0.001859359,0.003163981],"category_scores_gemma":[0.01828234,0.0009734297,0.02360977,0.008289454,0.0005864897,0.001574913,0.0010132,0.001375424,0.0001814069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001768161,"about_ca_system_score_gemma":0.002692525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004103435,"about_ca_topic_score_gemma":0.008827478,"domain_scores_codex":[0.994188,0.001885808,0.002154863,0.0007629106,0.0007887661,0.0002197899],"domain_scores_gemma":[0.9853521,0.009971438,0.002948802,0.0002909806,0.001202949,0.0002337094],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.002558634,0.00005577453,0.01463924,0.5328611,0.4329946,0.0002110183,0.0001246607,0.0004744412,0.0002264215,0.0001396276,0.0008218494,0.01489266],"study_design_scores_gemma":[0.0006990833,0.0002755404,0.0119787,0.03461063,0.9500065,0.0001713105,0.00009170856,0.000254609,0.0001225705,0.0001708815,0.001584795,0.00003365398],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.009866955,0.9885247,0.0002775804,0.0001808584,0.00009680605,0.0002129586,0.0005923474,0.00001192285,0.0002358325],"genre_scores_gemma":[0.2325759,0.762358,0.001283103,0.0008188259,0.0003173227,0.001195086,0.001126652,0.000019327,0.0003058652],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9864014,"threshold_uncertainty_score":0.03828144,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2317259576180451,"score_gpt":0.5051599473267729,"score_spread":0.2734339897087278,"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."}}