{"id":"W2530592580","doi":"10.1016/j.transproceed.2016.06.032","title":"Assessment of Factors Related to Adherence to Treatment in Liver Transplantation Candidates","year":2016,"lang":"en","type":"article","venue":"Transplantation Proceedings","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Liver transplantation; Medicine; Transplantation; Observational study; Liver disease; Socioeconomic status; Depression (economics); Disease; Internal medicine; Prospective cohort study; Chronic liver disease; Affect (linguistics); Epidemiology; Intensive care medicine; Cirrhosis; Psychology; Population; Environmental health","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":[0.001927417,0.000129362,0.0003908147,0.0009595475,0.0008483276,0.0009474516,0.0003854792,0.0007601065,0.001528709],"category_scores_gemma":[0.01284915,0.0001376675,0.0007394539,0.001243601,0.0002383901,0.0004455547,0.0004502613,0.00132201,0.0001124382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000579817,"about_ca_system_score_gemma":0.001044477,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007234014,"about_ca_topic_score_gemma":0.01128814,"domain_scores_codex":[0.9981146,0.000689103,0.0004036096,0.0001049905,0.0004151503,0.0002725828],"domain_scores_gemma":[0.9920373,0.001814191,0.004219231,0.0002095161,0.0006521452,0.001067437],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004012309,0.0001449827,0.9969212,0.00001489431,0.00005701722,0.00003450452,0.0001244084,0.00002669791,0.00002857597,0.00002270629,0.00007296608,0.002511891],"study_design_scores_gemma":[0.000005085903,0.0001630042,0.9982061,0.00003038746,0.00004998653,0.0001503741,0.0007368502,0.0003218943,0.00004095992,0.00004600358,0.0002440717,0.000005320153],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970619,0.0004800288,0.00009206348,0.0005243461,0.0000209456,0.00002252937,0.0001191873,0.000002554903,0.001676496],"genre_scores_gemma":[0.9993103,0.0001303543,0.000158545,0.0001191091,0.00001995078,0.000008501858,0.0001045839,0.000001113267,0.0001476183],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007234014,"threshold_uncertainty_score":0.01438379,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02645237495897852,"score_gpt":0.3246228505638415,"score_spread":0.298170475604863,"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."}}