{"id":"W3115455526","doi":"10.14740/gr1339","title":"Cirrhosis Is Associated With Worse Outcomes in Ischemic Colitis: A Nationwide Retrospective Study","year":2020,"lang":"en","type":"article","venue":"Gastroenterology Research","topic":"Abdominal vascular conditions and treatments","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cirrhosis; Internal medicine; Ischemic colitis; Colectomy; Gastroenterology; Retrospective cohort study; Ulcerative colitis; Odds ratio; Disease; Colitis","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004215006,0.0001380076,0.0004443106,0.0002635935,0.0001015413,0.00001654946,0.000109934,0.00006806273,0.0002265966],"category_scores_gemma":[0.000336664,0.0001095301,0.00007394516,0.0005216063,0.0001595481,0.00006763479,0.00009245538,0.0005536477,0.0000688525],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002468067,"about_ca_system_score_gemma":0.00007816131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001396143,"about_ca_topic_score_gemma":0.0007019026,"domain_scores_codex":[0.9979785,0.0003319183,0.000221899,0.0004239249,0.0005410789,0.0005026612],"domain_scores_gemma":[0.9991789,0.00007019227,0.00004899566,0.0002208778,0.0002975143,0.000183555],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001340656,0.001328407,0.9937613,0.000006934571,0.0007789407,0.0008149029,0.001153152,6.433091e-7,0.00006350531,0.000004681225,0.0007124785,0.00003437306],"study_design_scores_gemma":[0.007978727,0.004352942,0.9858091,0.00003960208,0.00009031645,0.00003145196,0.00153259,0.00005080356,0.00003637328,0.00001753487,0.00001586583,0.00004463348],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929313,0.00001359153,0.00002017173,0.005320342,0.00001167226,0.001068708,0.00003740242,0.0000314215,0.0005653663],"genre_scores_gemma":[0.9983845,0.000005685678,0.00008565698,0.0008786878,0.0000211633,0.0002991884,0.00003785829,0.00002035421,0.0002668943],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007952167,"threshold_uncertainty_score":0.4466509,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05484754939388459,"score_gpt":0.3546909150614163,"score_spread":0.2998433656675317,"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."}}