{"id":"W2041084413","doi":"10.1136/bmj.b3305","title":"Autoimmune liver disease for the non-specialist","year":2009,"lang":"en","type":"review","venue":"BMJ","topic":"Liver Diseases and Immunity","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital","funders":"","keywords":"Autoimmune hepatitis; Liver disease; Computer science; Data science; Medicine; Disease; World Wide Web; Pathology; Internal 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":[0.000233334,0.0003001942,0.001017162,0.00005450242,0.0001978969,0.00004357933,0.0003073949,0.000122021,0.0003441711],"category_scores_gemma":[0.0001867903,0.0001667077,0.00121879,0.0001396921,0.0000769891,0.00003906251,0.00008221324,0.0002681205,0.0002195956],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001001643,"about_ca_system_score_gemma":0.0007008867,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005917986,"about_ca_topic_score_gemma":0.00000127075,"domain_scores_codex":[0.9988053,0.00006530702,0.0004295085,0.0002376873,0.0002131678,0.0002490742],"domain_scores_gemma":[0.9982247,0.0002556349,0.0002234301,0.001020889,0.00008891162,0.0001864089],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007196117,0.000136092,0.000003732606,0.008721327,0.0002301334,0.00004253439,0.00001428281,5.271647e-8,1.742922e-8,0.000166782,0.1353174,0.8552957],"study_design_scores_gemma":[0.0004012237,0.00008521544,0.007133343,0.008401386,0.006016655,0.00001768656,0.000006400907,0.00002519374,2.132994e-8,0.00002409121,0.977685,0.0002037937],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[6.880539e-7,0.9922991,0.00005652727,0.0008326791,0.0004332896,0.004225604,0.0002317578,0.00004099707,0.001879392],"genre_scores_gemma":[0.000007002001,0.9867109,0.00008314315,0.0005866544,0.002325135,0.0004245091,0.0004818855,0.00004564849,0.009335103],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8550919,"threshold_uncertainty_score":0.6798142,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08518282417585887,"score_gpt":0.3863718297234496,"score_spread":0.3011890055475907,"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."}}