{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009568996,0.0002392511,0.0003726683,0.0004192495,0.00003727702,0.00001292328,0.00007028552,0.00008487497,0.0001736808],"category_scores_gemma":[0.000008028239,0.000152165,0.00009318428,0.0004600327,0.00002447199,0.0002197346,0.000002274886,0.00005216542,0.00004342833],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002091175,"about_ca_system_score_gemma":0.00008321364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004001254,"about_ca_topic_score_gemma":0.0001792148,"domain_scores_codex":[0.9985027,0.00001329845,0.0005307742,0.0003676754,0.0003279049,0.0002576351],"domain_scores_gemma":[0.9993796,0.00009691576,0.00009610557,0.00008172619,0.0001237284,0.0002219325],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009990049,0.0003068389,0.878873,0.0007872992,0.0001162745,0.0001270902,0.009384927,0.00001936391,0.1039252,0.001507498,0.000004931714,0.003948597],"study_design_scores_gemma":[0.004829236,0.001762736,0.8698422,0.001321803,0.0002474165,0.00007742864,0.0001565914,0.00001816563,0.1214925,0.00004790579,0.0000332129,0.0001708987],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994417,0.00001374292,0.001101038,0.0003320014,0.00006067569,0.001134414,0.0001933169,0.00005673306,0.002691144],"genre_scores_gemma":[0.9952976,0.00127633,0.002288802,0.00007875593,0.000007534792,0.0001271081,0.0001178516,0.00002341803,0.0007825887],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01756727,"threshold_uncertainty_score":0.6205109,"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."}}