{"id":"W3197093471","doi":"10.1136/gutjnl-2020-bsgcampus.259","title":"P184 The need for a more holistic approach to managing patients with autoimmune hepatitis","year":2021,"lang":"en","type":"article","venue":"","topic":"Liver Diseases and Immunity","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Alberta Innovates - Health Solutions","keywords":"Autoimmune hepatitis; Medicine; Computer science; Hepatitis; Intensive care medicine; Immunology","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":[0.003071403,0.0001429752,0.0002820007,0.0003283084,0.002498238,0.003045332,0.0007046523,0.002416488,0.03729246],"category_scores_gemma":[0.008531978,0.0001865855,0.0004745927,0.0005407236,0.001882714,0.00324646,0.003946908,0.004491969,0.004418452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001162854,"about_ca_system_score_gemma":0.007303766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002121593,"about_ca_topic_score_gemma":0.004400374,"domain_scores_codex":[0.9971403,0.001979219,0.0001090151,0.00009455483,0.0003620079,0.0003150175],"domain_scores_gemma":[0.9921497,0.001915014,0.00067423,0.0002617818,0.001118143,0.003881001],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007022035,0.0005448348,0.02736694,0.001907441,0.00004284534,0.003146398,0.02650263,0.0001577624,0.001053648,0.006793553,0.6470238,0.28539],"study_design_scores_gemma":[0.0001317373,0.0007531153,0.05498791,0.005543444,0.00003637272,0.01091323,0.1040457,0.0002948502,0.0004073929,0.02214284,0.8006523,0.0000911104],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.07003336,0.009338167,0.003829926,0.8147762,0.004931594,0.0003254085,0.0002181976,0.0002149777,0.09633219],"genre_scores_gemma":[0.6409582,0.02467454,0.01921563,0.2760316,0.006151291,0.0008868881,0.0004204255,0.0001414186,0.03152007],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03729246,"threshold_uncertainty_score":0.1247557,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02097862432739958,"score_gpt":0.2550087349065552,"score_spread":0.2340301105791556,"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."}}