{"id":"W2119686969","doi":"10.1111/liv.12198","title":"Laboratory‐based scoring system for prediction of hepatic inflammatory activity in patients with autoimmune hepatitis","year":2013,"lang":"en","type":"article","venue":"Liver International","topic":"Liver Diseases and Immunity","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Alberta Innovates - Health Solutions; Śląski Uniwersytet Medyczny","keywords":"Autoimmune hepatitis; Medicine; Hepatitis; Internal medicine; Immunology; 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":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002914058,0.0008534279,0.0007393968,0.00252269,0.0002561165,0.0005782978,0.0006566491,0.0004613406,0.001757282],"category_scores_gemma":[0.006347367,0.0001462095,0.0005888096,0.0009531275,0.0002178124,0.0004773992,0.0004915042,0.0005583514,0.0006035187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003849636,"about_ca_system_score_gemma":0.0004908319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001014295,"about_ca_topic_score_gemma":0.001375296,"domain_scores_codex":[0.9988919,0.0005048948,0.0001588978,0.00009710302,0.0002794313,0.00006779814],"domain_scores_gemma":[0.9960328,0.001254696,0.001247261,0.0001635739,0.001023691,0.0002780008],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007085326,0.0001471132,0.9727244,0.00006117846,0.0001934929,0.00006982331,0.00003487546,0.001261622,0.0007642347,0.00008796719,0.001367063,0.02257963],"study_design_scores_gemma":[0.0003162089,0.001896716,0.9536319,0.00007298637,0.0002857794,0.001324375,0.0001117612,0.03958429,0.001140343,0.0004536218,0.001141696,0.00004037188],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9840266,0.001666138,0.008483304,0.00027233,0.00009548103,0.0003325853,0.002290494,0.0002197953,0.002613273],"genre_scores_gemma":[0.9902407,0.0002675514,0.006926587,0.00004441462,0.00005040747,0.000228535,0.001866167,0.000007522034,0.0003681824],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002914058,"threshold_uncertainty_score":0.0154112,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007436417419979875,"score_gpt":0.2054167023881165,"score_spread":0.1979802849681366,"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."}}