{"id":"W41186037","doi":"10.69645/kusd9543","title":"Immune-mediated liver disease","year":2011,"lang":"en","type":"article","venue":"˜The œbiomedical & life sciences collection.","topic":"Liver Diseases and Immunity","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Immune system; Disease; Immunology; Medicine; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006179389,0.0001696,0.0002276343,0.0002076549,0.00107026,0.00003734202,0.0004474622,0.00007957419,0.003650946],"category_scores_gemma":[0.0004601205,0.0001019632,0.0001906948,0.002045905,0.002047344,0.0001812314,0.0001676253,0.0002807882,0.0004710405],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007551569,"about_ca_system_score_gemma":0.00118807,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001098905,"about_ca_topic_score_gemma":0.00001641063,"domain_scores_codex":[0.9979054,0.0001452252,0.0003414825,0.0003497381,0.0008296764,0.0004285316],"domain_scores_gemma":[0.9982726,0.000170756,0.00009947472,0.0003983066,0.0001282888,0.0009305796],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.005290691,0.01107713,0.3696274,0.0005056501,0.001076456,0.0007045112,0.00966061,0.000006120999,0.002774955,0.002887923,0.581199,0.01518956],"study_design_scores_gemma":[0.001527729,0.000988578,0.9326293,0.00007998434,0.0002774685,0.00004854242,0.0008270408,0.005676245,0.00005374823,0.0006211798,0.05700383,0.0002663816],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.925364,0.01138984,0.001999618,0.009375491,0.004515411,0.0022954,0.0001039308,0.0007220455,0.04423429],"genre_scores_gemma":[0.9927357,0.0003390886,0.0002467462,0.002486642,0.0002858339,0.00005091806,0.00002437228,0.0000123347,0.003818373],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5630019,"threshold_uncertainty_score":0.9972599,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03974481361129038,"score_gpt":0.2665409414721566,"score_spread":0.2267961278608662,"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."}}