{"id":"W4391873250","doi":"10.1093/jcag/gwad061.283","title":"A283 HETEROGENEITY OF TREATMENT RESPONSE TO BETA-BLOCKERS IN THE TREATMENT OF PORTAL HYPERTENSION RELATED TO CIRRHOSIS","year":2024,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Cirrhosis; Portal hypertension; BETA (programming language); Medicine; Internal medicine; Gastroenterology; Computer science","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":[0.04864752,0.002139209,0.01289337,0.006171363,0.0005693649,0.004310597,0.002060892,0.002835958,0.003261541],"category_scores_gemma":[0.08249338,0.001181983,0.04382892,0.006204499,0.001506682,0.001707345,0.00168594,0.002054477,0.0003051417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00166281,"about_ca_system_score_gemma":0.001819638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003676924,"about_ca_topic_score_gemma":0.003948551,"domain_scores_codex":[0.9337416,0.03944282,0.01547279,0.005179514,0.005316819,0.0008465425],"domain_scores_gemma":[0.879932,0.09993737,0.01245291,0.00409048,0.003060611,0.0005264317],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"observational","study_design_scores_codex":[0.002874932,0.00002593974,0.01284694,0.06197321,0.9115009,0.0001272612,0.00006677247,0.0008387738,0.0003856121,0.0003198621,0.0004468401,0.008592919],"study_design_scores_gemma":[0.001499878,0.0004076487,0.02050854,0.01161739,0.9600567,0.000241089,0.00007665371,0.001063493,0.0003391241,0.001903218,0.002244497,0.00004180304],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.03784411,0.9505267,0.005535053,0.001235193,0.0007195641,0.0006048426,0.001932446,0.0001088953,0.001493163],"genre_scores_gemma":[0.8980411,0.09421601,0.003364578,0.00133328,0.0004665753,0.000694884,0.001397749,0.00008205987,0.0004038503],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04864752,"threshold_uncertainty_score":0.2572758,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01352871370150789,"score_gpt":0.2559372017288565,"score_spread":0.2424084880273487,"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."}}