{"id":"W4241581317","doi":"10.1038/labinvest.2010.25","title":"Liver & Pancreas","year":2010,"lang":"en","type":"article","venue":"Laboratory Investigation","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Pancreas; Internal medicine; Biology; Endocrinology; 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":[0.00007664176,0.00009256991,0.0001065086,0.00004469522,0.00005816289,0.00002022861,0.0000315776,0.00007234567,0.000465488],"category_scores_gemma":[0.0001052319,0.00007823186,0.00003545024,0.0001734406,0.00008515824,0.0001189575,0.00001023193,0.0001284118,0.0006346328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002688188,"about_ca_system_score_gemma":0.0001791834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004739307,"about_ca_topic_score_gemma":0.00006557864,"domain_scores_codex":[0.999427,0.0000240151,0.0001090414,0.0001672004,0.0001624872,0.0001102733],"domain_scores_gemma":[0.9992406,0.00002738603,0.00004408899,0.0002614209,0.0001683379,0.0002582085],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002647133,0.000227374,0.8768312,0.00005921655,0.00007673488,0.00004393954,0.0003783471,5.329638e-7,0.1000234,0.008547897,0.01246122,0.001323609],"study_design_scores_gemma":[0.0007329936,0.00005010158,0.9068421,0.00003583097,0.000177403,0.000006694571,0.00001638777,0.00002413758,0.03843245,0.0005441656,0.05302735,0.0001104493],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971588,0.0001746912,0.000004715545,0.0008636838,0.0002102056,0.0002170169,0.00002993583,0.00009709552,0.00124387],"genre_scores_gemma":[0.9948987,0.00003034072,0.002196566,0.002176622,0.0002546412,0.00005655765,0.0001568989,0.00001441034,0.0002152097],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06159097,"threshold_uncertainty_score":0.8157132,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01656281043039428,"score_gpt":0.253815984408441,"score_spread":0.2372531739780467,"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."}}