{"id":"W3008581591","doi":"10.1093/jcag/gwz047.088","title":"A89 IMPLEMENTING ENDOSCOPIC SUBMUCOSAL DISSECTION IN A WESTERN CANADIAN SETTING: OUTCOMES, LEARNING CURVE AND LOGISTICAL CONSIDERATIONS","year":2020,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Gastric Cancer Management and Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Endoscopic submucosal dissection; Perforation; Interquartile range; Endoscopic ultrasound; Endoscopic mucosal resection; Surgery; Incidence (geometry); Endoscopy; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009527957,0.0003580782,0.0002723656,0.0007810445,0.004620136,0.001813701,0.0009522221,0.0004728756,0.002774682],"category_scores_gemma":[0.003327774,0.0002547688,0.0003020954,0.002268239,0.0008758227,0.0007030646,0.001439285,0.0008849174,0.0003235512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02540136,"about_ca_system_score_gemma":0.05263859,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.936132,"about_ca_topic_score_gemma":0.9690401,"domain_scores_codex":[0.9987037,0.00008123089,0.00006355087,0.000113493,0.0003761269,0.0006618977],"domain_scores_gemma":[0.995014,0.0002050911,0.0006235376,0.0000688869,0.001697946,0.002390447],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001682885,0.0004729657,0.9430465,0.000161568,0.00004089671,0.003342899,0.006806872,0.0002658578,0.000968617,0.0002047786,0.005374242,0.03914648],"study_design_scores_gemma":[0.00003464737,0.0005176003,0.9593318,0.0002950703,0.00003937247,0.002416662,0.02802229,0.000986641,0.0004081872,0.0001012843,0.00776646,0.0000799385],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994918,0.0003431967,0.000153753,0.001055403,0.00002688332,0.00007719199,0.0002226391,0.00001556488,0.003187363],"genre_scores_gemma":[0.9963379,0.0006784025,0.0005546004,0.0006740012,0.0000159566,0.00003669029,0.000293652,0.00001177228,0.001396988],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.936132,"threshold_uncertainty_score":0.1843007,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01906790216889892,"score_gpt":0.2692195908177828,"score_spread":0.2501516886488839,"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."}}