{"id":"W4214531243","doi":"10.1038/labinvest.2008.146","title":"Liver & Pancreas","year":2009,"lang":"en","type":"article","venue":"Laboratory Investigation","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Pancreas; Internal medicine; 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":[0.00005770314,0.00009456863,0.0001176083,0.00004622588,0.00005144171,0.00001802626,0.00002645661,0.00005079027,0.0001532045],"category_scores_gemma":[0.00005498771,0.00008078697,0.00003712063,0.0002073435,0.00003834943,0.0001240274,0.000004228314,0.00005680164,0.0003978856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006808397,"about_ca_system_score_gemma":0.0001319692,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001572612,"about_ca_topic_score_gemma":0.000004594493,"domain_scores_codex":[0.9994072,0.00003294647,0.0001151553,0.0001633055,0.0001676183,0.0001137302],"domain_scores_gemma":[0.9993744,0.00001617641,0.00004270949,0.000207799,0.000134811,0.0002240859],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001511797,0.001088941,0.8483992,0.0001148656,0.0002044339,0.0002321521,0.001485667,0.00000961455,0.04232676,0.02454068,0.06784822,0.0135983],"study_design_scores_gemma":[0.0007565159,0.000150107,0.9658341,0.00007386086,0.0001715343,0.000004271547,0.00001644771,0.00002288085,0.01395964,0.001168097,0.01773989,0.0001026822],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950501,0.0008376094,0.00001127416,0.002071619,0.00005584122,0.0002256767,0.00001876648,0.0001095925,0.001619515],"genre_scores_gemma":[0.9910952,0.00008999289,0.001315936,0.006969609,0.0001560293,0.00001961532,0.0001519221,0.000007861688,0.0001938097],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1174349,"threshold_uncertainty_score":0.5114146,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02163964893805512,"score_gpt":0.2611716299809137,"score_spread":0.2395319810428586,"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."}}