{"id":"W4236493167","doi":"10.1038/modpathol.2008.224","title":"Liver & Pancreas","year":2009,"lang":"en","type":"article","venue":"Modern Pathology","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","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":[],"consensus_categories":[],"category_scores_codex":[0.00004287896,0.0001029263,0.0002003184,0.00004498045,0.00003579162,0.000005573315,0.00003806267,0.00007147938,0.0002523796],"category_scores_gemma":[0.00001953729,0.0000811838,0.00008939108,0.00003855737,0.00003035335,0.00002769556,0.00001368404,0.00006671123,0.0005378954],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003519182,"about_ca_system_score_gemma":0.00002852652,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001115205,"about_ca_topic_score_gemma":0.000005260288,"domain_scores_codex":[0.9993425,0.00003025304,0.0001008395,0.0002368458,0.00009334834,0.0001961825],"domain_scores_gemma":[0.9994995,0.00001856288,0.00002426487,0.0002917335,0.00003626206,0.0001296547],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0009293826,0.007846958,0.4228491,0.00008331535,0.0003535588,0.01708351,0.003354338,0.00002633238,0.02090656,0.009505821,0.02081775,0.4962434],"study_design_scores_gemma":[0.001728838,0.000458546,0.9865823,0.00002500241,0.0002739017,0.0005291683,0.000008150113,0.0001462582,0.0007697752,0.003971212,0.005378395,0.0001284986],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9866842,0.002282917,0.0006605626,0.001967863,0.00005686038,0.0001959422,0.00001045407,0.00008272759,0.008058478],"genre_scores_gemma":[0.9939491,0.0002440281,0.0009793437,0.003629018,0.00009448171,0.00001943882,0.00005377732,0.0000087608,0.001022015],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5637332,"threshold_uncertainty_score":0.6913736,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02571108920688643,"score_gpt":0.280852416229138,"score_spread":0.2551413270222516,"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."}}