{"id":"W15998422","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":"PubMed","topic":"Military Technology and Strategies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre","funders":"","keywords":"Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009899909,0.0002463822,0.0002224041,0.0006076376,0.0002527613,0.0002981687,0.0002740967,0.0005167836,0.002332547],"category_scores_gemma":[0.004915135,0.00009546561,0.0002546153,0.0004812257,0.0002798444,0.0002773733,0.0002004042,0.0005705584,0.0003646313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001711552,"about_ca_system_score_gemma":0.0001898169,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000598046,"about_ca_topic_score_gemma":0.0006474198,"domain_scores_codex":[0.9995487,0.0001891273,0.00006902224,0.00004822745,0.00009361304,0.00005122073],"domain_scores_gemma":[0.9924619,0.002629546,0.00368346,0.000131213,0.0003649077,0.0007290671],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001506786,0.00002887373,0.9975953,0.00001226339,0.00001185326,0.00008850711,0.00001529519,0.00002712379,0.0001270436,0.000002988759,0.0000605491,0.001879572],"study_design_scores_gemma":[0.000009083064,0.0002327498,0.9977296,0.00001501693,0.00002704223,0.001413169,0.00004088832,0.0002290716,0.0001258675,0.00001306738,0.0001619323,0.000002501042],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979597,0.001188983,0.00007705943,0.0001304125,0.00000929433,0.000008309476,0.0001190799,0.000006334708,0.0005007512],"genre_scores_gemma":[0.9995115,0.0001259325,0.00008914356,0.00002606128,0.00002183322,0.00000468497,0.0001397381,0.000001631426,0.000079482],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002332547,"threshold_uncertainty_score":0.007803142,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01170740071088837,"score_gpt":0.1872180918240439,"score_spread":0.1755106911131555,"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."}}