{"id":"W2752270597","doi":"10.1159/000480070","title":"Malignant Gastric Outlet Obstruction from Pancreatic Cancer","year":2017,"lang":"en","type":"article","venue":"Case Reports in Gastroenterology","topic":"Esophageal and GI Pathology","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Gastric outlet obstruction; Pancreas; Pancreatic cancer; Adenocarcinoma; Gastric emptying; Decompression; Cancer; Differential diagnosis; Stage (stratigraphy); Stomach; Abdominal pain; Complication; Surgery; Radiology; Gastroenterology; Internal medicine; Pathology","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":[0.0001985681,0.0001781222,0.000512584,0.0001329045,0.0001297745,0.00001783128,0.00005867827,0.0001458702,0.0002912775],"category_scores_gemma":[0.0002089777,0.0001525568,0.00009048083,0.00003188138,0.0002225337,0.00008036764,0.00009961258,0.0002768984,0.00001136875],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001014597,"about_ca_system_score_gemma":0.00004613811,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001989807,"about_ca_topic_score_gemma":0.001156478,"domain_scores_codex":[0.9983929,0.00007360214,0.0005153374,0.0004853242,0.0001084851,0.0004243081],"domain_scores_gemma":[0.9984685,0.0000246278,0.0004492357,0.0008561138,0.0000569597,0.0001445414],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00017715,0.00005454373,0.6693477,0.00001673049,0.00003183126,0.3266747,0.00006288975,0.000005531353,0.001173385,0.000003536206,0.0001278906,0.002324125],"study_design_scores_gemma":[0.0009443317,0.0003069758,0.7242396,0.00006808047,0.0001164435,0.2734896,0.00005063645,0.00005620249,0.000182216,0.0003807994,0.0001127317,0.00005243],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966934,0.0003114692,0.000153877,0.0009191519,0.001288871,0.0002461988,0.00002186001,0.00003275615,0.0003324035],"genre_scores_gemma":[0.9978542,0.00008099211,0.000837202,0.000495519,0.0003625534,0.00007499872,0.0000312368,0.00002023007,0.0002430929],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05489188,"threshold_uncertainty_score":0.6221085,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02276496373866336,"score_gpt":0.2985809403961296,"score_spread":0.2758159766574663,"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."}}