{"id":"W3081082718","doi":"10.1016/j.gie.2020.04.064","title":"Snare-based full-thickness endoscopic resection for deeply invasive colorectal neoplasia","year":2020,"lang":"en","type":"article","venue":"Gastrointestinal Endoscopy","topic":"Gastric Cancer Management and Outcomes","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"Cook Medical; Olympus; Boston Scientific Corporation","keywords":"Medicine; Endoscopic mucosal resection; Perforation; Endoscopic submucosal dissection; Resection margin; General surgery; Surgery; Resection","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":[0.0001907601,0.0001719868,0.0002452436,0.0002328939,0.0002058289,0.0003873389,0.000179947,0.0002381815,0.001408462],"category_scores_gemma":[0.0004859688,0.0000656659,0.0005849294,0.0002712175,0.0001789159,0.0004928852,0.0003894978,0.0003498043,0.000220493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002951695,"about_ca_system_score_gemma":0.0002686075,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001093972,"about_ca_topic_score_gemma":0.00463298,"domain_scores_codex":[0.9998622,0.00002377582,0.00001407883,0.00002010662,0.00004104588,0.00003884115],"domain_scores_gemma":[0.9998196,0.00002876384,0.00005864086,0.00001017972,0.00001931617,0.00006358039],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.005340686,0.001225341,0.4349153,0.001099923,0.001129865,0.006422136,0.00038882,0.002481915,0.01524919,0.0005922474,0.006902215,0.5242523],"study_design_scores_gemma":[0.0001367535,0.006552215,0.95731,0.0002639907,0.0004597344,0.02131744,0.0009154555,0.002229553,0.001518233,0.0007880728,0.008467903,0.00004051171],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.985753,0.006992448,0.001098041,0.0004231799,0.0001263414,0.00002707526,0.0001614372,0.00003581717,0.005382754],"genre_scores_gemma":[0.9954225,0.001964533,0.0006967251,0.0003516799,0.00006703855,0.000007595161,0.0005126583,0.000005990566,0.0009711457],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001408462,"threshold_uncertainty_score":0.004711747,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02793297990089529,"score_gpt":0.2769122580379054,"score_spread":0.2489792781370101,"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."}}