{"id":"W4391886425","doi":"10.1093/jcag/gwad061.129","title":"A129 OUTCOMES FOLLOWING ENDOSCOPIC SUBMUCOSAL DISSECTION OF SUPERFICIAL GASTROINTESTINAL TRACT NEOPLASTIC LESIONS FROM A TERTIARY-CARE ACADEMIC CENTRE","year":2024,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Gastric Cancer Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; University of Calgary; University of Toronto","funders":"","keywords":"Endoscopic submucosal dissection; Tertiary care; Medicine; Gastrointestinal tract; Dissection (medical); General surgery; Radiology; Internal medicine","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":[0.000678018,0.0002595722,0.0004958991,0.001302564,0.0008981417,0.001084902,0.0006036438,0.0003489747,0.002468922],"category_scores_gemma":[0.002727434,0.0002835845,0.0004583363,0.002405212,0.0004643938,0.0006256581,0.001009594,0.0004104984,0.0003347809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001799258,"about_ca_system_score_gemma":0.001472081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02140442,"about_ca_topic_score_gemma":0.03037398,"domain_scores_codex":[0.9988552,0.0001387973,0.0001816382,0.0002264928,0.0002953639,0.0003024144],"domain_scores_gemma":[0.9960452,0.0003193277,0.002093641,0.000161474,0.0005574158,0.000822992],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004114029,0.00001908645,0.9990548,0.00001253721,0.00001702873,0.0001497105,0.00008485435,0.00001624165,0.00007941865,0.000006911909,0.00009270903,0.0004256438],"study_design_scores_gemma":[0.000006230247,0.0001241482,0.9983676,0.00001256,0.00001553279,0.0005478971,0.0006033152,0.00009996889,0.00006246426,0.00001085651,0.0001446153,0.000004853954],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989495,0.0001338977,0.00003429339,0.00003378478,0.000004235216,0.00001536808,0.000553214,0.000002473182,0.0002731795],"genre_scores_gemma":[0.9994947,0.00005839281,0.00002838883,0.00002347807,0.000008236288,0.000008590069,0.0003202573,8.520778e-7,0.00005716779],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02140442,"threshold_uncertainty_score":0.04255968,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009394549981813079,"score_gpt":0.2544453456194269,"score_spread":0.2450507956376138,"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."}}