{"id":"W2017228652","doi":"10.1111/j.1478-3231.2005.01121.x","title":"Early treatment response predicts the need for liver transplantation in autoimmune hepatitis","year":2005,"lang":"en","type":"article","venue":"Liver International","topic":"Liver Diseases and Immunity","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre","funders":"","keywords":"Medicine; Immunosuppression; Liver transplantation; Internal medicine; Autoimmune hepatitis; Gastroenterology; Complete response; Odds ratio; Transplantation; Hepatitis; Chemotherapy","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":[0.0001305758,0.00009421169,0.0001009716,0.00009090926,0.00005929644,0.00002447247,0.000109576,0.00004155347,0.0003965541],"category_scores_gemma":[0.00003657368,0.00006743946,0.0001020948,0.00005599033,0.00003893903,0.000167,0.00001303681,0.00006941067,0.00005007935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002489549,"about_ca_system_score_gemma":0.00007599986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001503763,"about_ca_topic_score_gemma":0.0001207342,"domain_scores_codex":[0.9993232,0.00006228637,0.0001772399,0.0001268796,0.0001881948,0.0001221834],"domain_scores_gemma":[0.9994987,0.0001948349,0.0000443575,0.00013772,0.0000835633,0.00004077647],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.06902056,0.004954161,0.6918411,0.0002126774,0.001665306,0.0006684831,0.0468297,0.0006141841,0.0093002,0.006147223,0.005757215,0.1629891],"study_design_scores_gemma":[0.00366933,0.0004656775,0.9716594,0.00006103077,0.0001014073,0.00003801131,0.00006268483,0.01024739,0.0007283988,0.00002405358,0.01287583,0.00006679499],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99458,0.0002937611,0.0003832621,0.003024004,0.0001834906,0.0005328556,0.0001792872,0.00002910675,0.0007942168],"genre_scores_gemma":[0.9933754,0.001012622,0.0004987882,0.0004717766,0.0002001254,0.0001093198,0.0001839608,0.00001070261,0.004137325],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2798182,"threshold_uncertainty_score":0.4341989,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01931845119388577,"score_gpt":0.2715956047043063,"score_spread":0.2522771535104205,"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."}}