{"id":"W4200414890","doi":"10.1159/000521377","title":"Comparison of the Effectiveness and Safety of Different Methods of Colorectal Endoscopic Submucosal Dissection: A Systematic Review and Network Meta-Analysis","year":2021,"lang":"en","type":"review","venue":"Digestive Diseases","topic":"Gastric Cancer Management and Outcomes","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Endoscopic submucosal dissection; Meta-analysis; Cochrane Library; Gastroenterology; Internal medicine; Surgery","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":[],"consensus_categories":[],"category_scores_codex":[0.01752077,0.003026979,0.01959476,0.007182238,0.0006564307,0.003103268,0.002248007,0.002170496,0.002783453],"category_scores_gemma":[0.03464303,0.001420774,0.04575771,0.006866301,0.0007747377,0.001971883,0.001455734,0.001916203,0.000187987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002717169,"about_ca_system_score_gemma":0.002890063,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004597917,"about_ca_topic_score_gemma":0.007669949,"domain_scores_codex":[0.9872335,0.006269031,0.003538928,0.001257828,0.001399526,0.0003011126],"domain_scores_gemma":[0.976292,0.0177839,0.003553307,0.0005760325,0.001530707,0.0002641481],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.003020893,0.00003742351,0.004378021,0.2077323,0.7749364,0.00009632912,0.0000640078,0.0006517723,0.0001417507,0.000100455,0.0002878859,0.008552686],"study_design_scores_gemma":[0.000604548,0.000198889,0.002309373,0.008805123,0.9870163,0.00006031581,0.00002760429,0.0002288707,0.00007561063,0.0001222654,0.0005347705,0.00001629255],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.009138416,0.9885471,0.000941944,0.000199163,0.0001492399,0.0003692023,0.0004123255,0.00002224688,0.0002203002],"genre_scores_gemma":[0.2765521,0.7147946,0.003840653,0.0009091719,0.0004221514,0.002122008,0.0009783204,0.00003798483,0.0003429983],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01959476,"threshold_uncertainty_score":0.09265977,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07554677002436727,"score_gpt":0.4245602164622796,"score_spread":0.3490134464379124,"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."}}