{"id":"W2741871266","doi":"10.1007/s00261-017-1269-2","title":"Utility of transabdominal ultrasound for surveillance of known pancreatic cystic lesions: prospective evaluation with MRI as reference standard","year":2017,"lang":"en","type":"article","venue":"Abdominal Radiology","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"Parachute","funders":"","keywords":"Medicine; Hepatology; Ultrasound; Radiology; Prospective cohort study; Cyst; Magnetic resonance imaging; Transabdominal ultrasound; Nuclear medicine; Pancreas; Surgery; 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":[0.00232917,0.0001868629,0.001226985,0.00009498807,0.0002474369,0.000007409079,0.0002416141,0.0001886259,0.0004205392],"category_scores_gemma":[0.005984975,0.000134845,0.000102683,0.00007383995,0.001520351,0.00007005509,0.00002066453,0.0002065503,0.000004232574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009872769,"about_ca_system_score_gemma":0.00135245,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003535829,"about_ca_topic_score_gemma":0.0004691354,"domain_scores_codex":[0.997988,0.00033388,0.0005118949,0.0004007314,0.0004184046,0.0003471304],"domain_scores_gemma":[0.9948727,0.002747507,0.0004595374,0.0007137477,0.001084018,0.0001224563],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.05003398,0.0002729881,0.9285082,0.0005525074,0.0005178287,0.00002110976,0.0006009241,0.000002985334,0.009682027,0.001690286,0.0001521676,0.007964958],"study_design_scores_gemma":[0.008829723,0.009532789,0.9696287,0.0002803139,0.0008919176,0.0005361196,0.0004535971,0.001436449,0.004829296,0.003334889,0.0001051155,0.0001410809],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9774956,0.0005986351,0.00988433,0.0002736997,0.00005349701,0.002146072,0.0001050575,0.00000978734,0.009433361],"genre_scores_gemma":[0.9908772,0.0002964758,0.00821589,0.00001273883,0.00006336797,0.0002417704,0.00003390675,0.00001457345,0.0002441008],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04120426,"threshold_uncertainty_score":0.7165006,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05274733030262282,"score_gpt":0.3929997645548104,"score_spread":0.3402524342521877,"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."}}