{"id":"W2019506448","doi":"10.1055/s-2001-16223","title":"An Assessment of the Potential Value of Endoscopic Ultrasound as a Cost-Minimizing Tool in Dyspeptic Patients with Persistent Symptoms","year":2001,"lang":"en","type":"article","venue":"Endoscopy","topic":"Gastrointestinal motility and disorders","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"American Society for Gastrointestinal Endoscopy","keywords":"Medicine; Endoscopy; Ultrasound; Endoscope; Endoscopic ultrasound; Radiology; Upper endoscopy; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001456237,0.0001604961,0.0003183199,0.00009545622,0.00004552596,0.00001053057,0.0001584646,0.00004406479,0.00013864],"category_scores_gemma":[0.000162883,0.0001116539,0.0001132525,0.0002581126,0.0001692297,0.00009827501,0.00002805082,0.0002026522,0.000002329134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000100014,"about_ca_system_score_gemma":0.0002000578,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002678943,"about_ca_topic_score_gemma":0.00003757867,"domain_scores_codex":[0.9985328,0.0001067723,0.0003590759,0.0002454633,0.0004884104,0.0002674419],"domain_scores_gemma":[0.9991435,0.00009399958,0.0001670252,0.0004081237,0.0001139961,0.00007331462],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003847552,0.0011226,0.9893762,0.00008150567,0.00005103775,0.000009556302,0.0002811217,0.0009366376,0.007324167,0.0001496941,0.000004052122,0.0002786921],"study_design_scores_gemma":[0.004878749,0.00265166,0.98905,0.0004774225,0.0001447755,0.00002011782,0.0008312378,0.0006672885,0.001140569,0.00005579521,0.00001035991,0.00007200612],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974881,0.00002507317,0.0003905547,0.00009650176,0.00009101064,0.0008443629,0.00001018096,0.00001426498,0.001039896],"genre_scores_gemma":[0.9958418,0.000007138792,0.003912461,0.0001173762,0.00001691382,0.00002293214,0.00002047449,0.00001645149,0.00004447216],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006183597,"threshold_uncertainty_score":0.4553116,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007305897592534035,"score_gpt":0.2799674998316615,"score_spread":0.2726616022391274,"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."}}