{"id":"W2948635327","doi":"10.1016/j.gie.2019.04.061","title":"468 INTERNATIONAL MULTICENTER STUDY ON THE MANAGEMENT OF PATIENTS AFTER FAILED PERORAL ENDOSCOPIC MYOTOMY (POEM)","year":2019,"lang":"en","type":"article","venue":"Gastrointestinal Endoscopy","topic":"Diverticular Disease and Complications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Myotomy; Achalasia; Botulinum toxin; Surgery; Conservative management; Endoscopy; Esophagus","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":[0.001168752,0.0004323134,0.0007772379,0.0005456257,0.0005147927,0.0007782952,0.000425562,0.0009843549,0.001654448],"category_scores_gemma":[0.002991139,0.0002963691,0.00101886,0.001567486,0.0003269634,0.000661939,0.0004799544,0.0006424739,0.0002155076],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004650094,"about_ca_system_score_gemma":0.0005513004,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002882255,"about_ca_topic_score_gemma":0.003031221,"domain_scores_codex":[0.9990872,0.0004168643,0.0001116995,0.0001347863,0.00009763789,0.0001517284],"domain_scores_gemma":[0.9978727,0.0003569578,0.001051151,0.0001205832,0.0001646874,0.000434],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002547054,0.0001496887,0.9954191,0.00003549106,0.0002906346,0.0001521733,0.00009121229,0.00002552019,0.0001326579,0.00003216761,0.0001331652,0.0009910399],"study_design_scores_gemma":[0.0002503451,0.0007705723,0.997848,0.00002341352,0.0001912685,0.0002595472,0.0002566991,0.0000723194,0.00002701436,0.00001996044,0.0002723448,0.0000083778],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984226,0.0005788486,0.0000278986,0.00007269804,0.00001142149,0.00001665571,0.0003462575,0.000001046131,0.0005225573],"genre_scores_gemma":[0.9988304,0.0002255462,0.00005069061,0.00008542729,0.00003800877,0.00002432478,0.00064628,0.000001474997,0.00009804624],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002882255,"threshold_uncertainty_score":0.006181061,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01339964845707368,"score_gpt":0.2653713060247436,"score_spread":0.2519716575676699,"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."}}