{"id":"W2512132827","doi":"10.1594/ecr2013/c-2650","title":"'Pan' Modality Imaging of the Pancreas and Pathologies.","year":2013,"lang":"en","type":"article","venue":"European Society of Radiology","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Studies","funders":"","keywords":"Modality (human–computer interaction); Pancreas; Medicine; Nuclear medicine; Radiology; Computer science; Artificial intelligence; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007385848,0.00008275628,0.0003951151,0.00001297433,0.00005536657,0.000002327277,0.0001391378,0.00004774057,0.0000836622],"category_scores_gemma":[0.0002361015,0.00005091786,0.0001382532,0.0000726207,0.001338493,0.00002751461,0.0001711487,0.000201615,0.0000125217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001934386,"about_ca_system_score_gemma":0.0000637892,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001252145,"about_ca_topic_score_gemma":3.892347e-7,"domain_scores_codex":[0.9988738,0.0004153274,0.0002498126,0.0001632424,0.0001018871,0.0001959806],"domain_scores_gemma":[0.99918,0.0002192539,0.0001216648,0.000318385,0.0001066013,0.00005406431],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001769107,0.00004434875,0.954145,0.00008898445,0.00008373905,0.000004123825,0.001024707,1.928539e-7,0.01897513,0.0001933281,0.0212147,0.004208021],"study_design_scores_gemma":[0.0007479439,0.0001134137,0.9963628,0.00002926012,0.00006094648,0.0002445518,0.0007028513,0.00032467,0.0003108027,0.0004470279,0.0006124562,0.00004325391],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9815501,0.001003741,0.0001674245,0.004211176,0.00004259291,0.0002702321,0.000005963416,0.00001733196,0.01273145],"genre_scores_gemma":[0.994587,0.0005884226,0.00333749,0.0006851595,0.00005855892,0.00000479428,0.000003274643,0.00001055653,0.0007247115],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04221779,"threshold_uncertainty_score":0.4931735,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02431131179995659,"score_gpt":0.29080187199862,"score_spread":0.2664905601986634,"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."}}