{"id":"W4414573190","doi":"10.1016/j.jceh.2025.103195","title":"The Canadian Hepatopulmonary Syndrome Program: A Longitudinal Liver Transplant Experience","year":2025,"lang":"en","type":"article","venue":"Journal of Clinical and Experimental Hepatology","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Scarborough Hospital; Centre Hospitalier de l’Université de Montréal; McGill University; University of Toronto; Toronto General Hospital; St. Michael's Hospital","funders":"","keywords":"Hepatopulmonary syndrome; Vigilance (psychology); Disease; Liver transplantation; Liver disease; Longitudinal data","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":[0.0009153661,0.000399452,0.0002360705,0.0006575108,0.003471078,0.001043642,0.0005868177,0.0003898814,0.001721563],"category_scores_gemma":[0.001727919,0.00022864,0.0002888448,0.001955654,0.0008703811,0.0005114934,0.001226716,0.0007450652,0.0001525983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01402714,"about_ca_system_score_gemma":0.02379358,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8714315,"about_ca_topic_score_gemma":0.9244789,"domain_scores_codex":[0.9991567,0.00008005535,0.00002951271,0.0001081294,0.0002360779,0.0003894369],"domain_scores_gemma":[0.9984642,0.0001028388,0.0002994023,0.00006728804,0.0003682305,0.000698093],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007396378,0.00009770419,0.9914757,0.0000193352,0.00001710135,0.0005119824,0.001109122,0.00005320872,0.0001697298,0.0001035673,0.001162242,0.005206345],"study_design_scores_gemma":[0.00002134719,0.0001622485,0.9929096,0.0000469189,0.00002522559,0.0009474945,0.003604066,0.0002822989,0.00009992492,0.00005433202,0.001827024,0.00001945163],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967114,0.0004539607,0.00007581827,0.0005582694,0.00001559142,0.00004841165,0.0005996303,0.000007872519,0.001529045],"genre_scores_gemma":[0.9985027,0.000441476,0.0001121831,0.0002164422,0.00001342571,0.0000157728,0.0004595123,0.000003210502,0.0002351953],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1285685,"threshold_uncertainty_score":0.2586513,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04871066343212638,"score_gpt":0.400478919368171,"score_spread":0.3517682559360446,"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."}}