{"id":"W4386910826","doi":"10.1097/hep.0000000000000605","title":"Physiologic changes in the hepatopulmonary syndrome before and after liver transplant: A longitudinal and predictor analysis","year":2023,"lang":"en","type":"article","venue":"Hepatology","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal; McGill University; St. Michael's Hospital; Toronto General Hospital; University of Toronto","funders":"","keywords":"Hepatopulmonary syndrome; Medicine; Liver transplantation; Oxygenation; Internal medicine; Liver disease; Cardiology; Cohort; Gastroenterology; Transplantation; Surgery","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":[0.001842461,0.0003430978,0.0003324626,0.0009222808,0.0007449299,0.000754731,0.0005631515,0.0005620586,0.0007958736],"category_scores_gemma":[0.003004096,0.000334126,0.0005968869,0.001257694,0.0003675154,0.0006151065,0.0007271674,0.001152161,0.0001423044],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001096223,"about_ca_system_score_gemma":0.00177556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06692874,"about_ca_topic_score_gemma":0.06750335,"domain_scores_codex":[0.9991652,0.0001845841,0.00006110768,0.0001969163,0.0001669353,0.0002252246],"domain_scores_gemma":[0.9975811,0.0003253259,0.0008282122,0.0001942817,0.0004596002,0.0006114813],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004966068,0.00001826251,0.9995676,0.00000100972,0.00001948734,0.00001578349,0.00002879437,0.00001461107,0.00002054517,0.000004490327,0.00003304826,0.0002266597],"study_design_scores_gemma":[0.000003414578,0.00007270133,0.9994329,0.000003091974,0.00001717566,0.00005593689,0.0001177012,0.0001909255,0.00001591748,0.000007936989,0.00007926131,0.000003148646],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993026,0.00009611261,0.00006299114,0.00003836273,0.000004614021,0.000007439855,0.0003379386,0.000002487383,0.0001473747],"genre_scores_gemma":[0.9992649,0.00005276176,0.00006779868,0.0000123286,0.00000681909,0.000009405642,0.0004921765,0.000001503696,0.00009226206],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06692874,"threshold_uncertainty_score":0.1330783,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01687773766411624,"score_gpt":0.2476595573100438,"score_spread":0.2307818196459276,"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."}}