{"id":"W4247209279","doi":"10.2139/ssrn.3927062","title":"Treatment and Outcome of Autoimmune Hepatitis (AIH): Audit of 28 UK Centres","year":2021,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Liver Diseases and Immunity","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"The Scarborough Hospital","funders":"","keywords":"Autoimmune hepatitis; Audit; Outcome (game theory); Medicine; Hepatitis; Family medicine; Business; Internal medicine; Accounting; Economics","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":[0.002912207,0.0003789078,0.0007035228,0.001881829,0.0007969467,0.001352641,0.000794498,0.0008268743,0.001387412],"category_scores_gemma":[0.01059837,0.0005866507,0.000418553,0.003970272,0.001016871,0.0008107302,0.002059788,0.0004507105,0.0002063971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003197124,"about_ca_system_score_gemma":0.00448857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04502011,"about_ca_topic_score_gemma":0.05781622,"domain_scores_codex":[0.9936051,0.002135935,0.001244044,0.0006162511,0.001494041,0.0009046483],"domain_scores_gemma":[0.9768206,0.003916807,0.0106926,0.001091104,0.0045336,0.002945269],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004586564,0.0001115947,0.9901696,0.0002084085,0.00007716192,0.0002564114,0.0008765829,0.0001281872,0.0002634588,0.00003094678,0.000508872,0.006910161],"study_design_scores_gemma":[0.00003677713,0.000244183,0.9981068,0.00006540682,0.00002670243,0.000258841,0.0006866282,0.00003729574,0.0000480878,0.000006623808,0.0004742707,0.000008239895],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955841,0.002077315,0.00007682637,0.0002277389,0.0000118564,0.00009071137,0.0008376644,0.000009260345,0.001084697],"genre_scores_gemma":[0.9977355,0.0009879102,0.0001679878,0.0001129397,0.00001113022,0.00004598956,0.0006511616,0.000006062965,0.0002813204],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04502011,"threshold_uncertainty_score":0.0895161,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01008004815480437,"score_gpt":0.2586417964534587,"score_spread":0.2485617482986543,"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."}}