{"id":"W2404236162","doi":"10.1097/sle.0000000000000211","title":"Endoscopic Web Localization for Laparoscopic Duodenal Web Excision","year":2015,"lang":"en","type":"article","venue":"Surgical Laparoscopy Endoscopy & Percutaneous Techniques","topic":"Intestinal Malrotation and Obstruction Disorders","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pediatric Oncology Group","funders":"","keywords":"Endoscopy; Medicine; Laparoscopy; Surgery; 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":[0.0004138336,0.0007123201,0.0004747131,0.001330224,0.0008393623,0.0008331743,0.0004169551,0.001390959,0.002882092],"category_scores_gemma":[0.001229123,0.0004211459,0.0007068251,0.0004583564,0.0008136778,0.001889884,0.00106247,0.00182931,0.0009876954],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003032211,"about_ca_system_score_gemma":0.0005449812,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003272272,"about_ca_topic_score_gemma":0.000974016,"domain_scores_codex":[0.9997417,0.00003958814,0.00003436389,0.00004381072,0.00005805759,0.00008254521],"domain_scores_gemma":[0.9995304,0.0001442821,0.00008436916,0.00007037189,0.00001894496,0.0001515679],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"observational","study_design_scores_codex":[0.001286282,0.0005923824,0.02725235,0.0006195312,0.0001255782,0.6598132,0.0005119094,0.001176072,0.1153056,0.001830097,0.0044134,0.1870736],"study_design_scores_gemma":[0.0001031884,0.0004000226,0.01346168,0.00008500357,0.00004030377,0.9698684,0.0001596746,0.001641404,0.007340685,0.000605274,0.006254127,0.0000402312],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7804849,0.01512195,0.1700072,0.003914398,0.001078887,0.0003027144,0.0002678634,0.002451678,0.02637031],"genre_scores_gemma":[0.9620366,0.002252797,0.03253907,0.0007141524,0.0005735706,0.00005689575,0.0001262839,0.00009200507,0.001608616],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002882092,"threshold_uncertainty_score":0.009641588,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02414381126864137,"score_gpt":0.3167136784479617,"score_spread":0.2925698671793204,"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."}}