{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007559828,0.0001108133,0.0006697208,0.0005273035,0.0001682904,0.000006111421,0.0001868003,0.00003917391,0.000474239],"category_scores_gemma":[0.0007191797,0.00008390954,0.0003015534,0.0004402117,0.00002970958,0.0000703321,0.00006430122,0.0002788922,7.052643e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002152427,"about_ca_system_score_gemma":0.0004060146,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04173225,"about_ca_topic_score_gemma":0.638258,"domain_scores_codex":[0.9978306,0.0006316363,0.0006306717,0.0001370292,0.0004317609,0.0003383457],"domain_scores_gemma":[0.9979438,0.0001091253,0.001175804,0.0001707979,0.0003391484,0.000261333],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007600941,0.0001860801,0.9898384,0.0000112464,0.001671066,0.00002843165,0.00007279817,0.001955877,6.409418e-7,0.00001455616,0.005445146,0.00001566368],"study_design_scores_gemma":[0.002684886,0.000746465,0.9930498,0.00001806968,0.001454716,0.000003268981,0.0000372069,0.0002363072,2.362527e-7,0.00001921977,0.001705606,0.0000442189],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908197,0.00006872282,0.00001880242,0.008122303,0.0002175367,0.0002748196,0.0004385676,0.00000260066,0.00003698118],"genre_scores_gemma":[0.9964027,0.0001124461,0.00005823506,0.003029558,0.00003756585,0.000024125,0.00005476824,0.00001049764,0.0002700396],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5965257,"threshold_uncertainty_score":0.964649,"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."}}