{"id":"W2091802777","doi":"10.4021/gr2008.11.1242","title":"Management of Malignant Gastric Outlet Obstruction with Expandable Metallic Stent Placement","year":2008,"lang":"en","type":"article","venue":"Gastroenterology Research","topic":"Esophageal and GI Pathology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Stent; Gastric outlet obstruction; Fluoroscopy; Surgery; Occlusion; Radiology; Pylorus; Vomiting; Endoscopy; Stomach; Gastroenterology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002581703,0.0003472799,0.0003218849,0.0003544463,0.0002994119,0.0002432057,0.0001996208,0.0006486415,0.0006949582],"category_scores_gemma":[0.001711405,0.0001349374,0.0002059465,0.0001907482,0.000373649,0.0002085034,0.0002382639,0.0003342789,0.0001496452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001790278,"about_ca_system_score_gemma":0.0002183245,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001331835,"about_ca_topic_score_gemma":0.0002385308,"domain_scores_codex":[0.9998165,0.00004833735,0.00001984919,0.00002236669,0.00004452578,0.00004835432],"domain_scores_gemma":[0.9994826,0.0001490906,0.0002009448,0.0000191538,0.00002575539,0.0001223554],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006003358,0.0002243584,0.9156777,0.0001291662,0.00004939427,0.05538164,0.0002638873,0.000299495,0.009138376,0.000078613,0.0003547646,0.01780241],"study_design_scores_gemma":[0.0001560184,0.003589862,0.6599228,0.00006350725,0.00009208018,0.3286732,0.000307672,0.001155831,0.004131995,0.0001548521,0.001736359,0.00001578437],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981536,0.0009809182,0.0002466388,0.0001012363,0.00001180276,0.0000107736,0.00001516666,0.000008643073,0.0004711844],"genre_scores_gemma":[0.999305,0.0002479621,0.0002367951,0.0000583785,0.0000587726,0.00000767514,0.00002802792,0.000001443935,0.00005594323],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006949582,"threshold_uncertainty_score":0.002324879,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06473822140029542,"score_gpt":0.3269745000209497,"score_spread":0.2622362786206542,"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."}}