{"id":"W2000969690","doi":"10.1016/j.clinimag.2014.06.010","title":"Evaluation of percutaneous ultrasound-guided biopsies of solid mass lesions of the pancreas: a center’s 10-year experience","year":2014,"lang":"en","type":"article","venue":"Clinical Imaging","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; Mount Sinai Hospital","funders":"","keywords":"Medicine; Biopsy; Radiology; Percutaneous; Pancreatic mass; Sampling (signal processing); Fine-needle aspiration; Pancreas; 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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0034888,0.00008920023,0.0005801883,0.00005327555,0.00004932651,0.000003093733,0.0002054024,0.00007090545,0.0004045034],"category_scores_gemma":[0.0165279,0.00005828558,0.0001901754,0.0001489088,0.001033452,0.00003759637,0.0000718481,0.000178412,0.000009304827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003946829,"about_ca_system_score_gemma":0.0003383945,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006406111,"about_ca_topic_score_gemma":0.000003779802,"domain_scores_codex":[0.9973674,0.0006782635,0.0008455136,0.0002015167,0.0007185051,0.0001887475],"domain_scores_gemma":[0.9964,0.001781743,0.0003149847,0.0005162564,0.0008952029,0.00009180662],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001103146,0.0003091763,0.9301502,0.00007170652,0.00007830308,0.00000230607,0.0006453513,0.000005847236,0.06408595,0.00007127105,0.0006325607,0.003837087],"study_design_scores_gemma":[0.004231626,0.0005831773,0.9358917,0.001045806,0.001260265,0.0004256398,0.003692754,0.0368179,0.01405756,0.001443213,0.0003839195,0.0001663821],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925044,0.0001177531,0.0003261081,0.0004817358,0.0001160818,0.0003409835,0.00001393512,0.000009898276,0.006089079],"genre_scores_gemma":[0.997685,0.00010716,0.001760682,0.00009926716,0.00007503327,0.00001096941,0.000004241347,0.000009847627,0.0002478434],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05002839,"threshold_uncertainty_score":0.9917563,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.134140606334939,"score_gpt":0.4729530839997393,"score_spread":0.3388124776648003,"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."}}