{"id":"W1989817628","doi":"10.1016/j.gie.2010.01.049","title":"Endoscopic submucosal dissection by using a flexible Maryland dissector: a randomized, controlled, porcine study (with videos)","year":2010,"lang":"en","type":"article","venue":"Gastrointestinal Endoscopy","topic":"Gastric Cancer Management and Outcomes","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre","funders":"American Society for Gastrointestinal Endoscopy","keywords":"Medicine; Endoscopic submucosal dissection; Surgery; Dissection (medical); Endoscopy; Animal study; Endoscopic mucosal resection; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009417045,0.0005323499,0.001851444,0.0003382555,0.000192206,0.0001226041,0.0001802546,0.00004853297,0.0006693181],"category_scores_gemma":[0.0007660041,0.0003554948,0.0003247293,0.0004283242,0.0002183967,0.0001978821,0.00007630539,0.0006255834,0.00002182135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001044846,"about_ca_system_score_gemma":0.0001628871,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009842401,"about_ca_topic_score_gemma":0.0003204256,"domain_scores_codex":[0.9970845,0.000180134,0.0007629545,0.0006321375,0.0006621446,0.0006781238],"domain_scores_gemma":[0.9980217,0.0005941521,0.0003744207,0.0005007423,0.000174543,0.0003344595],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.279107,0.000882589,0.6109587,0.0001017856,0.0004495188,0.0003692604,0.00009913706,0.00001805635,0.106608,0.00007300283,0.001120496,0.0002124493],"study_design_scores_gemma":[0.9430692,0.005726614,0.03461866,0.0005538082,0.003396096,0.006681124,0.0008618605,0.002300299,0.001931544,0.00006022309,0.0002869664,0.0005136319],"study_design_candidate":"randomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9752315,0.0001283123,0.01694569,0.0005313734,0.0004543471,0.004541022,0.00001206975,0.0002819618,0.001873699],"genre_scores_gemma":[0.9789311,0.000007043901,0.01748484,0.0001637503,0.000430294,0.0003321759,0.00005126961,0.00007471758,0.002524758],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6639621,"threshold_uncertainty_score":0.9998897,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01047971697790267,"score_gpt":0.2772472674016054,"score_spread":0.2667675504237027,"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."}}