{"id":"W2406335683","doi":"10.1023/a:1005638500236","title":"Hepatocellular Carcinoma inAutoimmune Hepatitis","year":2000,"lang":"en","type":"article","venue":"Digestive Diseases and Sciences","topic":"Liver Diseases and Immunity","field":"Medicine","cited_by":94,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Alberta Innovates - Health Solutions","keywords":"Hepatology; Hepatocellular carcinoma; Medicine; Transplant surgery; Autoimmune hepatitis; Internal medicine; Carcinoma; Hepatitis; Gastroenterology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006775898,0.0001307293,0.0001969875,0.0000567887,0.0004084591,0.00007155861,0.000103829,0.00002721513,0.001034252],"category_scores_gemma":[0.00003980015,0.0000986114,0.00009023661,0.000247798,0.0006462707,0.0002108997,0.00003901194,0.00006555239,0.00004362587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001867042,"about_ca_system_score_gemma":0.0001316388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009457526,"about_ca_topic_score_gemma":1.346907e-7,"domain_scores_codex":[0.9990566,0.00003851845,0.0001338318,0.0002798076,0.0002461002,0.0002451683],"domain_scores_gemma":[0.9994604,0.00004589845,0.00002849584,0.0001619363,0.00005325795,0.0002499837],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006861137,0.000147385,0.9887326,0.00002470313,0.00001425328,0.00005789116,0.000133498,0.000001757671,0.0000606109,0.0003041039,0.0001181395,0.0103364],"study_design_scores_gemma":[0.0004316542,0.0004075404,0.9948444,0.00005423368,0.0001006728,0.00002083183,0.0002141282,0.001757637,0.00005541632,0.0002895995,0.001690256,0.0001336553],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9886127,0.005781465,0.000003386227,0.0003908614,0.00004754315,0.0001980564,0.00006125057,0.00004505687,0.004859737],"genre_scores_gemma":[0.9974306,0.001208236,0.00005088591,0.0004086852,0.00004870234,0.00001384451,0.00002531738,0.000006527093,0.0008071553],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01020274,"threshold_uncertainty_score":0.9998789,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01631803362771899,"score_gpt":0.2501172085124948,"score_spread":0.2337991748847758,"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."}}