{"id":"W2071268466","doi":"10.1111/j.1572-0241.2007.01151.x","title":"In Patients Referred for Investigation Because Computed Tomography Suggests Thickened Gastric Folds, Endoscopic Ultrasound Is Superfluous If Gastroscopy Is Normal","year":2007,"lang":"en","type":"article","venue":"The American Journal of Gastroenterology","topic":"Gastric Cancer Management and Outcomes","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Medicine; Endoscopy; Asymptomatic; Endoscopic ultrasound; Radiology; Upper endoscopy; Ultrasound; Internal medicine","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":[0.0008416934,0.0002832108,0.0008602308,0.0008365022,0.00008617569,0.00002652799,0.0003573759,0.00005020616,0.00004124384],"category_scores_gemma":[0.000105894,0.0002149116,0.0002796304,0.0006942211,0.0004202402,0.0001859127,0.00006193169,0.0004292432,0.000003248718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001608253,"about_ca_system_score_gemma":0.00006797083,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009700983,"about_ca_topic_score_gemma":0.00005927834,"domain_scores_codex":[0.9974394,0.0001566214,0.0009496423,0.0002649465,0.0004408926,0.0007484258],"domain_scores_gemma":[0.9978845,0.0003089161,0.0009359203,0.0003205232,0.0003048136,0.0002453839],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01210915,0.0002013597,0.9800649,0.00002760955,0.0002596514,0.0000257057,0.0007318893,0.0000160328,0.0006727665,0.000004581138,0.004911189,0.000975152],"study_design_scores_gemma":[0.008025218,0.01978044,0.9702083,0.00007625206,0.0002643205,0.0001838029,0.0003798546,0.00002615603,0.0006338547,0.00005621817,0.0002835535,0.00008195578],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913506,0.00004469121,0.003710702,0.003837764,0.0005066226,0.0004993257,0.00002175684,0.000016254,0.00001226732],"genre_scores_gemma":[0.9845263,0.00004761173,0.005212485,0.0098265,0.0002853347,0.000008785095,0.00002507519,0.00003160827,0.00003634799],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01957908,"threshold_uncertainty_score":0.876384,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01147937856938898,"score_gpt":0.2672025195047729,"score_spread":0.2557231409353839,"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."}}