{"id":"W4413328344","doi":"10.1016/j.gie.2025.03.637","title":"Enteral stent placement for benign and malignant disease","year":2025,"lang":"en","type":"article","venue":"Gastrointestinal Endoscopy","topic":"Esophageal and GI Pathology","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Enteral administration; Malignant disease; Stent; Radiology; Intensive care medicine; General surgery; Surgery; Parenteral nutrition; Internal medicine; Cancer","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":[0.0001390718,0.0001515641,0.0002280915,0.00009070524,0.00007212981,0.00001451023,0.00005234442,0.00001659144,0.00004666782],"category_scores_gemma":[0.0002559187,0.0001233524,0.00008017955,0.00005962057,0.00008282898,0.00002770938,0.00006207616,0.00009362453,0.00000883851],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004081958,"about_ca_system_score_gemma":0.00009438626,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008501356,"about_ca_topic_score_gemma":0.000002256377,"domain_scores_codex":[0.9990371,0.0000299425,0.0002131241,0.0003129196,0.00009771791,0.0003091778],"domain_scores_gemma":[0.9993638,0.0001364974,0.00004288417,0.0001752011,0.0000670285,0.0002145807],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01455228,0.0008874246,0.8298054,0.00148516,0.0001021785,0.001511977,0.0001408275,0.00004202883,0.1228639,0.014604,0.009517397,0.004487344],"study_design_scores_gemma":[0.0318676,0.01279291,0.9069614,0.006195136,0.001379429,0.00861183,0.0007165703,0.006750481,0.009089191,0.007005936,0.007910918,0.0007185659],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8623996,0.001152823,0.123146,0.008395406,0.0003877426,0.001886242,0.0001394283,0.0001573676,0.002335414],"genre_scores_gemma":[0.90452,0.00001470036,0.08710021,0.001874033,0.0001344729,0.0001842831,0.00006934298,0.00001749181,0.006085444],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1137747,"threshold_uncertainty_score":0.5030165,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01479008069334363,"score_gpt":0.2921784503400469,"score_spread":0.2773883696467033,"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."}}