{"id":"W4253543036","doi":"10.1038/sj.labinvest.3700737","title":"Liver & Pancreas","year":2008,"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 of Toronto; University Health Network","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":[0.00004430376,0.00009503342,0.0001233699,0.00004686259,0.00009587125,0.00000710916,0.00002595904,0.00005094529,0.0002217826],"category_scores_gemma":[0.00006171214,0.00008183086,0.00003952429,0.0002110812,0.0001055324,0.000121299,0.000009229781,0.00005876685,0.0006703699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006960268,"about_ca_system_score_gemma":0.000224936,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005013277,"about_ca_topic_score_gemma":0.000008098655,"domain_scores_codex":[0.9993753,0.0000374733,0.0001182426,0.0001668711,0.000189374,0.0001126986],"domain_scores_gemma":[0.9993271,0.00002387582,0.00004378119,0.0002128091,0.0001588186,0.0002336243],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002996984,0.0002047374,0.968258,0.00004560883,0.0000800514,0.0001738432,0.0007166262,0.000002173111,0.004281092,0.001324699,0.02460508,0.0002781858],"study_design_scores_gemma":[0.0008035221,0.00006785217,0.9601662,0.00005064428,0.0001262262,0.00002395377,0.00001739313,0.00001874305,0.01312762,0.0001456128,0.02535084,0.0001013777],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970784,0.0008533919,0.000009065854,0.0005482472,0.00007256126,0.0002125337,0.00002557057,0.0001017872,0.001098442],"genre_scores_gemma":[0.9951113,0.0002591595,0.001308967,0.002543554,0.0001586385,0.00005386175,0.0001643025,0.00001412848,0.0003860439],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008846526,"threshold_uncertainty_score":0.8616472,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03823914984109355,"score_gpt":0.2511250226368396,"score_spread":0.2128858727957461,"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."}}