{"id":"W3024332247","doi":"10.1055/s-0040-1704899","title":"MANAGEMENT OF SUPERFICIAL RECTAL TUMORS BY SUBMUCOSAL DISSECTION: A CANADIAN EXPERIENCE","year":2020,"lang":"en","type":"article","venue":"Endoscopy","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital Charles-Le Moyne; Université de Sherbrooke","funders":"","keywords":"Medicine; Endoscopic submucosal dissection; Retrospective cohort study; Dissection (medical); Surgery; General surgery","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00002196766,0.000102841,0.0001787921,0.00003655412,0.00005021936,0.000008101573,0.00005857207,0.00002736818,0.000562777],"category_scores_gemma":[0.00001142527,0.00009162353,0.00005925455,0.0001866547,0.00003605047,0.00003408351,0.00001591686,0.00006067122,0.00004082941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008985537,"about_ca_system_score_gemma":0.0000630419,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008856495,"about_ca_topic_score_gemma":0.001422266,"domain_scores_codex":[0.9992583,0.0000130538,0.0001547203,0.0002054178,0.0001689095,0.0001995824],"domain_scores_gemma":[0.9995077,0.00001345759,0.00002460426,0.0001217379,0.00001899655,0.0003134854],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004170102,0.0005338801,0.9611637,0.000137306,0.0002606487,0.002296855,0.004641611,0.000001920708,0.005816414,0.001302242,0.01534482,0.008083615],"study_design_scores_gemma":[0.005662446,0.001785801,0.5448429,0.0003864515,0.0003118524,0.00007370315,0.008004355,0.0001638374,0.3932846,0.00003120249,0.04497303,0.0004797901],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991994,0.0005456481,0.00001427733,0.00230832,0.000122517,0.0002673512,0.00002716514,0.00003038184,0.004690381],"genre_scores_gemma":[0.9987239,0.00006050096,0.0005239434,0.0004123837,0.00008640088,0.00007178623,0.00003464794,0.00001333384,0.00007314772],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4163208,"threshold_uncertainty_score":0.9977436,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01773186819608685,"score_gpt":0.2730833599167811,"score_spread":0.2553514917206942,"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."}}