{"id":"W4411469602","doi":"10.1016/j.transproceed.2025.05.016","title":"Post-Liver Transplantation Hepatitis B Prophylaxis in Canada: Results of a National Survey","year":2025,"lang":"en","type":"article","venue":"Transplantation Proceedings","topic":"Hepatitis B Virus Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Blood Services; Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Medicine; Liver transplantation; Hepatitis B virus; Hepatitis B; Transplantation; Antiviral therapy; Internal medicine; Immunology; Chronic hepatitis; Virus","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001265271,0.0002658224,0.000360395,0.001213377,0.002037514,0.001030377,0.0008151472,0.0003798945,0.001723436],"category_scores_gemma":[0.002447569,0.0002682203,0.0004616433,0.004760831,0.0004880909,0.0003032826,0.0008243572,0.0005436528,0.000265861],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02850694,"about_ca_system_score_gemma":0.04097376,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9959376,"about_ca_topic_score_gemma":0.9966655,"domain_scores_codex":[0.9986085,0.0001208212,0.0001069949,0.0001235857,0.0006100253,0.0004300521],"domain_scores_gemma":[0.9961345,0.0001584247,0.0004810277,0.00007593766,0.002227897,0.0009221927],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006592838,0.00004711163,0.9921982,0.0000684288,0.00003266948,0.00004712709,0.0007629649,0.00007438707,0.00008944957,0.0000507814,0.001817605,0.004745243],"study_design_scores_gemma":[0.000007207911,0.00002435945,0.9971808,0.0000291725,0.00001550311,0.00002570814,0.00134567,0.000148556,0.00003651724,0.000007389792,0.001173508,0.000005669496],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9837626,0.0008930038,0.0001554557,0.0007129515,0.00001491155,0.0001330561,0.01082025,0.00001771513,0.003489892],"genre_scores_gemma":[0.9929658,0.001058373,0.0003257598,0.0003548348,0.000007910495,0.00004621367,0.003982407,0.000006726316,0.001251851],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9714931,"threshold_uncertainty_score":0.2068333,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01977575483142418,"score_gpt":0.2618118321164274,"score_spread":0.2420360772850032,"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."}}