{"id":"W4417411289","doi":"10.1055/a-2773-4910","title":"Through-the-scope clip with anchor prongs for defect closure following myotomy, resection, anti-reflux mucosectomy, fistula management, or bleeding","year":2025,"lang":"en","type":"article","venue":"Endoscopy International Open","topic":"Esophageal and GI Pathology","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; St. Michael's Hospital","funders":"Boston Scientific Corporation","keywords":"Myotomy; CLIPS; Perforation; Fistula; Leak; Adverse effect; Endoscopy; Closure (psychology)","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005862671,0.000241926,0.0003966037,0.0001694194,0.000317267,0.0001874129,0.000718318,0.00009525604,0.0002459884],"category_scores_gemma":[0.0002028455,0.0001514421,0.0001930089,0.0004113529,0.00008299616,0.0004025813,0.0003523686,0.0002674127,0.00003460679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001748564,"about_ca_system_score_gemma":0.0001547475,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000146033,"about_ca_topic_score_gemma":0.0001772254,"domain_scores_codex":[0.9982762,0.00006234315,0.0003878906,0.0005496867,0.0003333733,0.0003904648],"domain_scores_gemma":[0.9990362,0.0002361864,0.0001467057,0.0003321679,0.0001933473,0.00005541164],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.02362845,0.001740544,0.5879045,0.001583352,0.01127804,0.002287582,0.002068574,0.000175728,0.01033347,0.0723858,0.2799879,0.006626047],"study_design_scores_gemma":[0.03904463,0.004347783,0.1226963,0.003990176,0.001898875,0.0002948532,0.001613616,0.0004675394,0.06294242,0.00565859,0.7561485,0.0008967262],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6073411,0.001117371,0.02344163,0.02266665,0.004966102,0.01152764,0.0001146843,0.0002408913,0.328584],"genre_scores_gemma":[0.9301127,0.00009180723,0.01592888,0.003232363,0.0004224863,0.001164647,0.0001412099,0.00004492387,0.048861],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4761606,"threshold_uncertainty_score":0.617563,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03097227891980272,"score_gpt":0.3841937948484236,"score_spread":0.3532215159286209,"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."}}