{"id":"W2087316170","doi":"10.5430/jbgc.v2n2p128","title":"Imaging of cystic pancreatic lesions","year":2012,"lang":"en","type":"article","venue":"Journal of Biomedical Graphics and Computing","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Radiology; Pancreas; Pancreatic disease; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001496101,0.00007474222,0.0004691974,0.0002917311,0.00007294895,0.000005806475,0.0000655496,0.00006302403,0.00002499359],"category_scores_gemma":[0.0004957967,0.00005043902,0.0001026308,0.0002768488,0.0003589274,0.00004473432,0.00005423645,0.0003263769,6.1458e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001505179,"about_ca_system_score_gemma":0.0001352044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001018275,"about_ca_topic_score_gemma":1.185621e-7,"domain_scores_codex":[0.9986938,0.00007390931,0.0005169247,0.00006019769,0.0004049375,0.0002502475],"domain_scores_gemma":[0.9985513,0.0005441186,0.0002589974,0.00007934751,0.0001609412,0.0004053132],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008064619,0.0003594459,0.9754121,0.0001976127,0.0001712789,0.00006779316,0.0004359289,1.851267e-7,0.002901964,0.001854043,0.00038477,0.01813417],"study_design_scores_gemma":[0.002361345,0.0008488963,0.9732531,0.001122388,0.0006730179,0.003297413,0.0007899331,0.01507515,0.0001194595,0.001051756,0.001297309,0.0001102194],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9795765,0.004234829,0.0147495,0.0009547486,0.0001457397,0.00005941213,9.86082e-7,0.000004490907,0.000273846],"genre_scores_gemma":[0.9933159,0.0003338921,0.005808352,0.0001703754,0.0003504709,2.304215e-7,0.000001056871,0.000006298779,0.00001345468],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01802395,"threshold_uncertainty_score":0.2056843,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02872999520711275,"score_gpt":0.3432007149738281,"score_spread":0.3144707197667154,"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."}}