{"id":"W4245540744","doi":"10.1038/modpathol.2014.24","title":"Pancreas and Biliary Tree","year":2014,"lang":"en","type":"article","venue":"Modern Pathology","topic":"Pancreatitis Pathology and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta; Western University; McGill University","funders":"","keywords":"Pancreas; Pathology; Medicine; 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":[0.0001707784,0.0001277761,0.0003190703,0.0000683195,0.00006130381,0.000003343087,0.00003238886,0.0001565267,0.00003694332],"category_scores_gemma":[0.00009049017,0.0001021448,0.00004368605,0.00003658809,0.0001773542,0.00002713029,0.00003680844,0.0001223319,0.00008997085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001574435,"about_ca_system_score_gemma":0.00001877424,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001093419,"about_ca_topic_score_gemma":0.00002046845,"domain_scores_codex":[0.9991558,0.0001124774,0.0001294178,0.0003212567,0.00006057599,0.0002205197],"domain_scores_gemma":[0.9994553,0.0000753568,0.00003257862,0.000305799,0.0000228659,0.0001081165],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002355985,0.0003060927,0.7467376,0.00004541665,0.00007928267,0.002161295,0.0005816206,0.000001871929,0.02220822,0.005706277,0.0003255926,0.2216111],"study_design_scores_gemma":[0.002630175,0.0008081939,0.9714321,0.00002332072,0.0002206213,0.00578219,0.0000120306,0.001099953,0.001482207,0.01433007,0.002040043,0.0001391312],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9678156,0.0009443203,0.004383136,0.0008962663,0.00008507845,0.0001460673,0.00000519715,0.00008860683,0.02563568],"genre_scores_gemma":[0.9944485,0.0001281321,0.002859867,0.001150457,0.00008323944,0.00003515362,0.00002355167,0.0000156045,0.001255475],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2246944,"threshold_uncertainty_score":0.4165343,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01225342716907372,"score_gpt":0.2487729448538623,"score_spread":0.2365195176847885,"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."}}