{"id":"W1998962553","doi":"10.1097/mpa.0000000000000057","title":"Accuracy of Endoscopic Ultrasound in the Evaluation of Cystic Pancreatic Neoplasms","year":2014,"lang":"en","type":"article","venue":"Pancreas","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Grand River Hospital","funders":"","keywords":"Medicine; Endoscopic ultrasound; Radiology; Carcinoembryonic antigen; Pancreas; Medical diagnosis; Ultrasound; Fine-needle aspiration; Internal medicine; Biopsy; Cancer","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002916722,0.0003810846,0.0002680337,0.002264941,0.0002072952,0.0007254512,0.000508476,0.0005784456,0.0006499884],"category_scores_gemma":[0.02412366,0.0002475386,0.0002619195,0.0008354497,0.0005209052,0.0007768428,0.0005764614,0.0003048486,0.000372357],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002831136,"about_ca_system_score_gemma":0.0003441725,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001606186,"about_ca_topic_score_gemma":0.002255271,"domain_scores_codex":[0.9978881,0.0008219898,0.0004143389,0.0001833053,0.0005434166,0.0001488174],"domain_scores_gemma":[0.989177,0.005219677,0.002619921,0.0003695558,0.002091885,0.0005219164],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001684863,0.00001815688,0.982822,0.00005103181,0.00004118271,0.0002689194,0.00004713954,0.0001483438,0.0008635143,0.000006988788,0.0001070601,0.0154572],"study_design_scores_gemma":[0.00002336442,0.0002774648,0.9852309,0.0001207517,0.0001107748,0.008489275,0.0002028818,0.002924579,0.001984505,0.00003808207,0.0005845304,0.00001287202],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917364,0.005741278,0.0008710544,0.000134415,0.0000305129,0.00001851824,0.0001411115,0.00005812728,0.001268691],"genre_scores_gemma":[0.9983298,0.0006712091,0.000770865,0.00002415502,0.00003057667,0.000004654135,0.0001141859,0.000003472467,0.00005104535],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002916722,"threshold_uncertainty_score":0.01542526,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0530998423119684,"score_gpt":0.3779915950381582,"score_spread":0.3248917527261898,"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."}}