{"id":"W4254197201","doi":"10.1038/sj.modpathol.3801041","title":"Liver & Pancreas","year":2008,"lang":"en","type":"article","venue":"Modern Pathology","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; University of Toronto","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00003267033,0.0001034415,0.0002102233,0.0000456094,0.00006719351,0.000002179031,0.00003733427,0.0000716951,0.0003654631],"category_scores_gemma":[0.00002196935,0.00008225207,0.00009530085,0.00003926387,0.00008462808,0.00002707986,0.0000300782,0.00006903609,0.0009081975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003601451,"about_ca_system_score_gemma":0.00004894147,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003592351,"about_ca_topic_score_gemma":0.000009289751,"domain_scores_codex":[0.9993199,0.00003440972,0.0001035738,0.0002420927,0.0001056341,0.0001943951],"domain_scores_gemma":[0.9994707,0.00002752284,0.00002487586,0.0002988359,0.00004280646,0.0001352487],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002479693,0.001983873,0.9503693,0.00004475755,0.0001877497,0.01742598,0.002207273,0.000008000728,0.002816886,0.0006808715,0.01030019,0.01372714],"study_design_scores_gemma":[0.001830067,0.0002045726,0.9855356,0.00001698078,0.0001994596,0.003018363,0.00000860141,0.0001194205,0.0007199885,0.0004804535,0.0077402,0.0001263082],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912077,0.002231896,0.0005086873,0.0004926736,0.00007131186,0.0001768346,0.00001371076,0.00007360415,0.005223582],"genre_scores_gemma":[0.9947896,0.000710877,0.000963551,0.001295283,0.00009518878,0.00005353838,0.00005773226,0.00001568423,0.002018549],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03516627,"threshold_uncertainty_score":0.9998697,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04493756198029799,"score_gpt":0.2704125849491995,"score_spread":0.2254750229689015,"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."}}