{"id":"W4405656327","doi":"10.3138/canlivj-2024-0030","title":"Steatotic liver disease arising in an asymptomatic 20-year-old man with panhypopituitarism and elevated transaminases","year":2024,"lang":"en","type":"article","venue":"Canadian Liver Journal","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health PEI; Eastern Ontario Training Board; Dalhousie University","funders":"","keywords":"Asymptomatic; Elevated transaminases; Steatosis; Internal medicine; Medicine; Disease; Gastroenterology; Liver disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0001151485,0.0002247944,0.0002603357,0.0004982376,0.0001528804,0.0002633381,0.00007118973,0.00006323736,0.0003667914],"category_scores_gemma":[0.00001383806,0.0001735027,0.00007476177,0.0002248303,0.00008050445,0.0003711864,0.0000068264,0.0003263777,0.00002961432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005085057,"about_ca_system_score_gemma":0.0009770347,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.00938585,"about_ca_topic_score_gemma":0.04149776,"domain_scores_codex":[0.9987044,0.00007608246,0.0002235393,0.0003089515,0.0002499921,0.0004370293],"domain_scores_gemma":[0.9976377,0.00005777857,0.00003123202,0.0001854012,0.00006381378,0.002024097],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002613131,0.0004984543,0.886252,0.0006771843,0.000645713,0.09075294,0.00326126,0.00007696255,0.00004095313,0.000495864,0.001542551,0.01549481],"study_design_scores_gemma":[0.00176391,0.0005037089,0.9892456,0.00194971,0.001070495,0.00084224,0.0004753663,0.003007828,0.00003150946,0.0001114192,0.0007349957,0.0002632532],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890927,0.009351716,0.00002409791,0.000861101,0.00009479609,0.0003680885,0.00008000229,0.00003222876,0.00009525381],"genre_scores_gemma":[0.998172,0.0006284806,0.0001793254,0.0005259085,0.0001436758,0.00001205579,0.00005482913,0.00004070313,0.0002429851],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1029936,"threshold_uncertainty_score":0.9972107,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01321007145065081,"score_gpt":0.2304270885993396,"score_spread":0.2172170171486887,"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."}}