{"id":"W2791663208","doi":"10.1093/jcag/gwy009.052","title":"A52 ENDOSCOPIC CLOSURE OF PERFORATED PEPTIC ULCER IN A PATIENT WHO WAS A CHALLENGING CANDIDATE FOR SURGICAL MANAGEMENT","year":2018,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Gastrointestinal disorders and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; CLIPS; Surgery; Perforation; Exploratory laparotomy; Quadrant (abdomen); Laparotomy; Endoscopy; Peptic ulcer; Bowel obstruction; General surgery","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":[0.0001975377,0.0008887465,0.0008222595,0.001324336,0.001711162,0.001002597,0.0006028906,0.002394874,0.003466926],"category_scores_gemma":[0.002031106,0.0005465351,0.0006655469,0.0005956701,0.000673737,0.001649577,0.0008583872,0.002296077,0.0006932918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006362146,"about_ca_system_score_gemma":0.000586596,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009985209,"about_ca_topic_score_gemma":0.001965921,"domain_scores_codex":[0.9997249,0.00002949592,0.00003390594,0.00004880007,0.00005188829,0.0001109484],"domain_scores_gemma":[0.9993621,0.0001099073,0.000134868,0.00002496549,0.00005069704,0.00031746],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00003156433,0.0000497195,0.0112074,0.00003034389,0.000005751148,0.9857738,0.000134706,0.00003524786,0.000522354,0.00007768495,0.0008361186,0.001295374],"study_design_scores_gemma":[0.000004491794,0.000098938,0.006321449,0.00003450107,0.000005511412,0.9918914,0.0002363493,0.0001415849,0.000176086,0.00007152907,0.001010082,0.000007962483],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9614251,0.009014576,0.002349929,0.008237943,0.001214287,0.0001431994,0.000196714,0.000144547,0.01727364],"genre_scores_gemma":[0.9905717,0.00258391,0.001185201,0.001794841,0.0009597712,0.00002691034,0.0001059436,0.00002079783,0.002750905],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003466926,"threshold_uncertainty_score":0.01159805,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0076882715284228,"score_gpt":0.2364410902891489,"score_spread":0.2287528187607261,"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."}}