{"id":"W2927731712","doi":"10.1097/mpa.0000000000001272","title":"Chronic Asymptomatic Pancreatic Hyperenzymemia","year":2019,"lang":"en","type":"article","venue":"Pancreas","topic":"Pancreatitis Pathology and Treatment","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pancreas Centre (Canada)","funders":"","keywords":"Medicine; Magnetic resonance cholangiopancreatography; Asymptomatic; Pancreatitis; Magnetic resonance imaging; Endoscopic retrograde cholangiopancreatography; Secretin; Gastroenterology; Abdominal pain; Internal medicine; Pancreatic disease; Radiology; Pancreas","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001285948,0.0002296728,0.0005592007,0.0000937091,0.00005910296,0.00001220231,0.00008436338,0.0001377279,0.002765528],"category_scores_gemma":[0.00006623948,0.0001842987,0.0001447618,0.0001624122,0.0000746105,0.00007600912,0.00003510394,0.0001819884,0.009880621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002481966,"about_ca_system_score_gemma":0.000263836,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001020847,"about_ca_topic_score_gemma":0.00001151698,"domain_scores_codex":[0.9987221,0.00006226597,0.0002491972,0.0003586062,0.0002122966,0.0003954979],"domain_scores_gemma":[0.9989561,0.0001258665,0.00007508705,0.0006115823,0.00004600882,0.0001853635],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001142,0.0001743782,0.9767121,0.0002732158,0.0003980711,0.0002967788,0.0001012136,0.000004212395,0.01288918,0.002461699,0.0009138899,0.005661046],"study_design_scores_gemma":[0.005020992,0.001114961,0.9742141,0.0004730221,0.0007969676,0.001673935,0.0000418362,0.0003282662,0.007066801,0.000488512,0.00845697,0.0003235712],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.897143,0.003455426,0.00003503482,0.0003138499,0.0001825073,0.0005897349,0.000007647524,0.0001935745,0.09807923],"genre_scores_gemma":[0.9874716,0.0001446104,0.0008720056,0.0003367414,0.000247513,0.00009138812,0.00006271631,0.00003515117,0.01073829],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09032859,"threshold_uncertainty_score":0.9981461,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00937216414582621,"score_gpt":0.2521661576557974,"score_spread":0.2427939935099712,"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."}}