{"id":"W4231288347","doi":"10.1038/modpathol.2010.22","title":"Liver & Pancreas","year":2010,"lang":"en","type":"article","venue":"Modern Pathology","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Pathology; Pancreas; 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":[0.00005745529,0.0001005799,0.0001811718,0.00004326126,0.00004051686,0.0000062772,0.00004575105,0.0001028321,0.0007790541],"category_scores_gemma":[0.00003804851,0.00007832917,0.00008511193,0.00003171962,0.00006837826,0.00002665478,0.0000338055,0.0001528005,0.0008729227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001365018,"about_ca_system_score_gemma":0.00003884389,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003414332,"about_ca_topic_score_gemma":0.00007727677,"domain_scores_codex":[0.9993606,0.00002196656,0.00009511274,0.0002422682,0.00009025863,0.0001898326],"domain_scores_gemma":[0.9993778,0.00003171864,0.00002515019,0.0003697513,0.00004571513,0.0001498637],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002420902,0.002419351,0.828816,0.00006484875,0.000198993,0.004681895,0.001286232,0.000002019581,0.07937632,0.004988264,0.005665096,0.0722589],"study_design_scores_gemma":[0.001927294,0.0001745282,0.9723808,0.00001386453,0.0003270401,0.0009441898,0.000009354736,0.0001772696,0.002542218,0.002129015,0.01921524,0.0001592196],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922266,0.0004404911,0.0002618259,0.000779014,0.0002116855,0.000180135,0.00001604764,0.0000696831,0.005814536],"genre_scores_gemma":[0.9957609,0.00007959326,0.001628477,0.001106759,0.0001553944,0.00005695186,0.00005518915,0.00001612839,0.001140583],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1435648,"threshold_uncertainty_score":0.999905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01985409531214157,"score_gpt":0.2734139704874176,"score_spread":0.253559875175276,"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."}}