{"id":"W4212923409","doi":"10.1093/jcag/gwab049.224","title":"A225 VACCINE-PREVENTABLE DISEASES IN HOSPITALIZED PATIENTS WITH END-STAGE LIVER DISEASE/CIRRHOSIS: A NATIONWIDE COHORT ANALYSIS","year":2022,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Hepatitis Viruses Studies and Epidemiology","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Cirrhosis; Internal medicine; Odds ratio; Hepatitis B; Liver disease; Gastroenterology; Univariate analysis; Pneumonia; Cohort; Multivariate analysis","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":[0.0009942434,0.0004064557,0.0005017455,0.0009543211,0.0007087829,0.0007611974,0.0005675642,0.0004983981,0.00194533],"category_scores_gemma":[0.001645065,0.0006263192,0.001388638,0.001782952,0.0002152722,0.0006038029,0.0007830451,0.0007779599,0.0003221385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005723212,"about_ca_system_score_gemma":0.0007594646,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02534088,"about_ca_topic_score_gemma":0.03234646,"domain_scores_codex":[0.9991177,0.0002168045,0.0001217168,0.0002431263,0.0001372465,0.0001634494],"domain_scores_gemma":[0.998704,0.0001318242,0.000523446,0.0001881785,0.0001942542,0.0002582032],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000104598,0.00004135164,0.9990284,0.000008265471,0.000184689,0.00004024607,0.00002921895,0.00002940697,0.00009969353,0.00001026473,0.0001575758,0.0002663382],"study_design_scores_gemma":[0.0000161363,0.00006774555,0.999076,0.00000714695,0.00009176064,0.0001004032,0.0001381633,0.0003434255,0.00002398376,0.000009482646,0.000121494,0.000004283206],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980764,0.000111622,0.00009274312,0.00003535386,0.000007101838,0.00001704686,0.001455488,0.000003031126,0.0002011295],"genre_scores_gemma":[0.9981532,0.00008471699,0.00009291332,0.00002967163,0.00001024471,0.00002075828,0.001507939,0.000002347102,0.00009811395],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9746591,"threshold_uncertainty_score":0.05038679,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005951408897190444,"score_gpt":0.2225727631435015,"score_spread":0.216621354246311,"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."}}